id	sid	tid	token	lemma	pos
ajebi-6055	1	1	pa	pa	PROPN
ajebi-6055	1	2	ge	ge	PROPN
ajebi-6055	1	3	1	1	NUM
ajebi-6055	1	4	pa	pa	PROPN
ajebi-6055	1	5	ge	ge	PROPN
ajebi-6055	1	6	12	12	NUM
ajebi-6055	1	7	5	5	NUM
ajebi-6055	1	8	american	american	ADJ
ajebi-6055	1	9	journal	journal	NOUN
ajebi-6055	1	10	of	of	ADP
ajebi-6055	1	11	economics	economic	NOUN
ajebi-6055	1	12	and	and	CCONJ
ajebi-6055	1	13	business	business	NOUN
ajebi-6055	1	14	innovation	innovation	NOUN
ajebi-6055	1	15	(	(	PUNCT
ajebi-6055	1	16	ajebi	ajebi	NOUN
ajebi-6055	1	17	)	)	PUNCT
ajebi-6055	1	18	big	big	ADJ
ajebi-6055	1	19	data	datum	NOUN
ajebi-6055	1	20	and	and	CCONJ
ajebi-6055	1	21	esg	esg	PROPN
ajebi-6055	1	22	(	(	PUNCT
ajebi-6055	1	23	environmental	environmental	ADJ
ajebi-6055	1	24	,	,	PUNCT
ajebi-6055	1	25	social	social	ADJ
ajebi-6055	1	26	,	,	PUNCT
ajebi-6055	1	27	governance	governance	NOUN
ajebi-6055	1	28	)	)	PUNCT
ajebi-6055	1	29	reporting	reporting	NOUN
ajebi-6055	1	30	in	in	ADP
ajebi-6055	1	31	finance	finance	NOUN
ajebi-6055	1	32	waqas	waqas	ADJ
ajebi-6055	1	33	ahmed1	ahmed1	PROPN
ajebi-6055	1	34	*	*	PUNCT
ajebi-6055	1	35	volume	volume	NOUN
ajebi-6055	1	36	4	4	NUM
ajebi-6055	1	37	issue	issue	NOUN
ajebi-6055	1	38	3	3	NUM
ajebi-6055	1	39	,	,	PUNCT
ajebi-6055	1	40	year	year	NOUN
ajebi-6055	1	41	2025	2025	NUM
ajebi-6055	1	42	issn	issn	PROPN
ajebi-6055	1	43	:	:	PUNCT
ajebi-6055	1	44	2831	2831	NUM
ajebi-6055	1	45	-	-	SYM
ajebi-6055	1	46	5588	5588	NUM
ajebi-6055	1	47	(	(	PUNCT
ajebi-6055	1	48	online	online	ADJ
ajebi-6055	1	49	)	)	PUNCT
ajebi-6055	1	50	,	,	PUNCT
ajebi-6055	1	51	2832	2832	NUM
ajebi-6055	1	52	-	-	SYM
ajebi-6055	1	53	4862	4862	NUM
ajebi-6055	1	54	(	(	PUNCT
ajebi-6055	1	55	print	print	NOUN
ajebi-6055	1	56	)	)	PUNCT
ajebi-6055	1	57	doi	doi	NOUN
ajebi-6055	1	58	:	:	PUNCT
ajebi-6055	1	59	https://doi.org/10.54536/ajebi.v4i3.6055	https://doi.org/10.54536/ajebi.v4i3.6055	PROPN
ajebi-6055	1	60	https://journals.e-palli.com/home/index.php/ajebi	https://journals.e-palli.com/home/index.php/ajebi	NUM
ajebi-6055	1	61	article	article	NOUN
ajebi-6055	1	62	information	information	NOUN
ajebi-6055	1	63	abstract	abstract	ADV
ajebi-6055	1	64	received	receive	VERB
ajebi-6055	1	65	:	:	PUNCT
ajebi-6055	1	66	september	september	PROPN
ajebi-6055	1	67	02	02	NUM
ajebi-6055	1	68	,	,	PUNCT
ajebi-6055	1	69	2025	2025	NUM
ajebi-6055	1	70	accepted	accept	VERB
ajebi-6055	1	71	:	:	PUNCT
ajebi-6055	1	72	october	october	PROPN
ajebi-6055	1	73	05	05	NUM
ajebi-6055	1	74	,	,	PUNCT
ajebi-6055	1	75	2025	2025	NUM
ajebi-6055	1	76	published	publish	VERB
ajebi-6055	1	77	:	:	PUNCT
ajebi-6055	1	78	october	october	PROPN
ajebi-6055	1	79	24	24	NUM
ajebi-6055	1	80	,	,	PUNCT
ajebi-6055	1	81	2025	2025	NUM
ajebi-6055	1	82	the	the	DET
ajebi-6055	1	83	increasing	increase	VERB
ajebi-6055	1	84	trends	trend	NOUN
ajebi-6055	1	85	of	of	ADP
ajebi-6055	1	86	transparency	transparency	NOUN
ajebi-6055	1	87	,	,	PUNCT
ajebi-6055	1	88	accountability	accountability	NOUN
ajebi-6055	1	89	,	,	PUNCT
ajebi-6055	1	90	and	and	CCONJ
ajebi-6055	1	91	sustainability	sustainability	NOUN
ajebi-6055	1	92	have	have	AUX
ajebi-6055	1	93	placed	place	VERB
ajebi-6055	1	94	environmental	environmental	ADJ
ajebi-6055	1	95	,	,	PUNCT
ajebi-6055	1	96	social	social	ADJ
ajebi-6055	1	97	and	and	CCONJ
ajebi-6055	1	98	governance	governance	NOUN
ajebi-6055	1	99	(	(	PUNCT
ajebi-6055	1	100	esg	esg	NOUN
ajebi-6055	1	101	)	)	PUNCT
ajebi-6055	1	102	reporting	reporting	NOUN
ajebi-6055	1	103	at	at	ADP
ajebi-6055	1	104	the	the	DET
ajebi-6055	1	105	centre	centre	NOUN
ajebi-6055	1	106	of	of	ADP
ajebi-6055	1	107	the	the	DET
ajebi-6055	1	108	global	global	ADJ
ajebi-6055	1	109	financial	financial	ADJ
ajebi-6055	1	110	markets	market	NOUN
ajebi-6055	1	111	.	.	PUNCT
ajebi-6055	2	1	nevertheless	nevertheless	ADV
ajebi-6055	2	2	,	,	PUNCT
ajebi-6055	2	3	the	the	DET
ajebi-6055	2	4	swift	swift	ADJ
ajebi-6055	2	5	proliferation	proliferation	NOUN
ajebi-6055	2	6	of	of	ADP
ajebi-6055	2	7	esg	esg	NOUN
ajebi-6055	2	8	frameworks	framework	NOUN
ajebi-6055	2	9	has	have	AUX
ajebi-6055	2	10	shown	show	VERB
ajebi-6055	2	11	that	that	SCONJ
ajebi-6055	2	12	it	it	PRON
ajebi-6055	2	13	has	have	VERB
ajebi-6055	2	14	serious	serious	ADJ
ajebi-6055	2	15	issues	issue	NOUN
ajebi-6055	2	16	,	,	PUNCT
ajebi-6055	2	17	such	such	ADJ
ajebi-6055	2	18	as	as	ADP
ajebi-6055	2	19	uneven	uneven	ADJ
ajebi-6055	2	20	metrics	metric	NOUN
ajebi-6055	2	21	,	,	PUNCT
ajebi-6055	2	22	a	a	DET
ajebi-6055	2	23	lack	lack	NOUN
ajebi-6055	2	24	of	of	ADP
ajebi-6055	2	25	cross	cross	ADJ
ajebi-6055	2	26	-	-	ADJ
ajebi-6055	2	27	regional	regional	ADJ
ajebi-6055	2	28	comparability	comparability	NOUN
ajebi-6055	2	29	,	,	PUNCT
ajebi-6055	2	30	and	and	CCONJ
ajebi-6055	2	31	the	the	DET
ajebi-6055	2	32	concern	concern	NOUN
ajebi-6055	2	33	of	of	ADP
ajebi-6055	2	34	greenwashing	greenwashing	NOUN
ajebi-6055	2	35	.	.	PUNCT
ajebi-6055	3	1	new	new	ADJ
ajebi-6055	3	2	opportunities	opportunity	NOUN
ajebi-6055	3	3	of	of	ADP
ajebi-6055	3	4	big	big	ADJ
ajebi-6055	3	5	data	datum	NOUN
ajebi-6055	3	6	analytics	analytic	NOUN
ajebi-6055	3	7	are	be	AUX
ajebi-6055	3	8	emerging	emerge	VERB
ajebi-6055	3	9	in	in	ADP
ajebi-6055	3	10	the	the	DET
ajebi-6055	3	11	area	area	NOUN
ajebi-6055	3	12	of	of	ADP
ajebi-6055	3	13	improving	improve	VERB
ajebi-6055	3	14	esg	esg	NOUN
ajebi-6055	3	15	reporting	report	VERB
ajebi-6055	3	16	through	through	ADP
ajebi-6055	3	17	real	real	ADJ
ajebi-6055	3	18	-	-	PUNCT
ajebi-6055	3	19	time	time	NOUN
ajebi-6055	3	20	monitoring	monitoring	NOUN
ajebi-6055	3	21	,	,	PUNCT
ajebi-6055	3	22	predictive	predictive	ADJ
ajebi-6055	3	23	insights	insight	NOUN
ajebi-6055	3	24	,	,	PUNCT
ajebi-6055	3	25	and	and	CCONJ
ajebi-6055	3	26	datadriven	datadriven	ADJ
ajebi-6055	3	27	transparency	transparency	NOUN
ajebi-6055	3	28	.	.	PUNCT
ajebi-6055	4	1	this	this	DET
ajebi-6055	4	2	paper	paper	NOUN
ajebi-6055	4	3	discusses	discuss	VERB
ajebi-6055	4	4	how	how	SCONJ
ajebi-6055	4	5	big	big	ADJ
ajebi-6055	4	6	data	datum	NOUN
ajebi-6055	4	7	has	have	AUX
ajebi-6055	4	8	transformed	transform	VERB
ajebi-6055	4	9	esg	esg	NOUN
ajebi-6055	4	10	reporting	reporting	NOUN
ajebi-6055	4	11	in	in	ADP
ajebi-6055	4	12	the	the	DET
ajebi-6055	4	13	financial	financial	ADJ
ajebi-6055	4	14	sector	sector	NOUN
ajebi-6055	4	15	and	and	CCONJ
ajebi-6055	4	16	specifically	specifically	ADV
ajebi-6055	4	17	how	how	SCONJ
ajebi-6055	4	18	the	the	DET
ajebi-6055	4	19	emerging	emerge	VERB
ajebi-6055	4	20	technologies	technology	NOUN
ajebi-6055	4	21	can	can	AUX
ajebi-6055	4	22	help	help	VERB
ajebi-6055	4	23	to	to	PART
ajebi-6055	4	24	transform	transform	VERB
ajebi-6055	4	25	disclosures	disclosure	NOUN
ajebi-6055	4	26	to	to	PART
ajebi-6055	4	27	become	become	VERB
ajebi-6055	4	28	more	more	ADV
ajebi-6055	4	29	credible	credible	ADJ
ajebi-6055	4	30	,	,	PUNCT
ajebi-6055	4	31	standardized	standardized	ADJ
ajebi-6055	4	32	,	,	PUNCT
ajebi-6055	4	33	and	and	CCONJ
ajebi-6055	4	34	investor	investor	NOUN
ajebi-6055	4	35	-	-	PUNCT
ajebi-6055	4	36	relevant	relevant	ADJ
ajebi-6055	4	37	.	.	PUNCT
ajebi-6055	5	1	the	the	DET
ajebi-6055	5	2	article	article	NOUN
ajebi-6055	5	3	based	base	VERB
ajebi-6055	5	4	on	on	ADP
ajebi-6055	5	5	the	the	DET
ajebi-6055	5	6	recent	recent	ADJ
ajebi-6055	5	7	literature	literature	NOUN
ajebi-6055	5	8	examines	examine	VERB
ajebi-6055	5	9	how	how	SCONJ
ajebi-6055	5	10	financial	financial	ADJ
ajebi-6055	5	11	institutions	institution	NOUN
ajebi-6055	5	12	utilize	utilize	VERB
ajebi-6055	5	13	the	the	DET
ajebi-6055	5	14	big	big	ADJ
ajebi-6055	5	15	data	datum	NOUN
ajebi-6055	5	16	tools	tool	NOUN
ajebi-6055	5	17	,	,	PUNCT
ajebi-6055	5	18	including	include	VERB
ajebi-6055	5	19	artificial	artificial	ADJ
ajebi-6055	5	20	intelligence	intelligence	NOUN
ajebi-6055	5	21	,	,	PUNCT
ajebi-6055	5	22	blockchain	blockchain	NOUN
ajebi-6055	5	23	,	,	PUNCT
ajebi-6055	5	24	and	and	CCONJ
ajebi-6055	5	25	natural	natural	ADJ
ajebi-6055	5	26	language	language	NOUN
ajebi-6055	5	27	processing	processing	NOUN
ajebi-6055	5	28	,	,	PUNCT
ajebi-6055	5	29	to	to	PART
ajebi-6055	5	30	enhance	enhance	VERB
ajebi-6055	5	31	esg	esg	PROPN
ajebi-6055	5	32	measurement	measurement	NOUN
ajebi-6055	5	33	,	,	PUNCT
ajebi-6055	5	34	risk	risk	NOUN
ajebi-6055	5	35	management	management	NOUN
ajebi-6055	5	36	,	,	PUNCT
ajebi-6055	5	37	and	and	CCONJ
ajebi-6055	5	38	sustainable	sustainable	ADJ
ajebi-6055	5	39	investment	investment	NOUN
ajebi-6055	5	40	decisions	decision	NOUN
ajebi-6055	5	41	.	.	PUNCT
ajebi-6055	6	1	both	both	PRON
ajebi-6055	6	2	developed	develop	VERB
ajebi-6055	6	3	and	and	CCONJ
ajebi-6055	6	4	developing	develop	VERB
ajebi-6055	6	5	market	market	NOUN
ajebi-6055	6	6	case	case	NOUN
ajebi-6055	6	7	studies	study	NOUN
ajebi-6055	6	8	are	be	AUX
ajebi-6055	6	9	taken	take	VERB
ajebi-6055	6	10	into	into	ADP
ajebi-6055	6	11	account	account	NOUN
ajebi-6055	6	12	to	to	PART
ajebi-6055	6	13	illustrate	illustrate	VERB
ajebi-6055	6	14	the	the	DET
ajebi-6055	6	15	practical	practical	ADJ
ajebi-6055	6	16	implications	implication	NOUN
ajebi-6055	6	17	of	of	ADP
ajebi-6055	6	18	the	the	DET
ajebi-6055	6	19	big	big	ADJ
ajebi-6055	6	20	data	data	NOUN
ajebi-6055	6	21	-	-	PUNCT
ajebi-6055	6	22	powered	power	VERB
ajebi-6055	6	23	esg	esg	NOUN
ajebi-6055	6	24	practices	practice	NOUN
ajebi-6055	6	25	.	.	PUNCT
ajebi-6055	7	1	the	the	DET
ajebi-6055	7	2	results	result	NOUN
ajebi-6055	7	3	imply	imply	VERB
ajebi-6055	7	4	that	that	SCONJ
ajebi-6055	7	5	the	the	DET
ajebi-6055	7	6	inclusion	inclusion	NOUN
ajebi-6055	7	7	of	of	ADP
ajebi-6055	7	8	big	big	ADJ
ajebi-6055	7	9	data	datum	NOUN
ajebi-6055	7	10	into	into	ADP
ajebi-6055	7	11	esg	esg	PROPN
ajebi-6055	7	12	reporting	reporting	NOUN
ajebi-6055	7	13	raises	raise	VERB
ajebi-6055	7	14	the	the	DET
ajebi-6055	7	15	level	level	NOUN
ajebi-6055	7	16	of	of	ADP
ajebi-6055	7	17	credibility	credibility	NOUN
ajebi-6055	7	18	,	,	PUNCT
ajebi-6055	7	19	helps	help	VERB
ajebi-6055	7	20	in	in	ADP
ajebi-6055	7	21	streamlining	streamline	VERB
ajebi-6055	7	22	portfolios	portfolio	NOUN
ajebi-6055	7	23	,	,	PUNCT
ajebi-6055	7	24	and	and	CCONJ
ajebi-6055	7	25	establishes	establish	VERB
ajebi-6055	7	26	a	a	DET
ajebi-6055	7	27	relationship	relationship	NOUN
ajebi-6055	7	28	between	between	ADP
ajebi-6055	7	29	financial	financial	ADJ
ajebi-6055	7	30	markets	market	NOUN
ajebi-6055	7	31	and	and	CCONJ
ajebi-6055	7	32	long	long	ADJ
ajebi-6055	7	33	-	-	PUNCT
ajebi-6055	7	34	term	term	NOUN
ajebi-6055	7	35	sustainability	sustainability	NOUN
ajebi-6055	7	36	objectives	objective	NOUN
ajebi-6055	7	37	.	.	PUNCT
ajebi-6055	8	1	however	however	ADV
ajebi-6055	8	2	,	,	PUNCT
ajebi-6055	8	3	the	the	DET
ajebi-6055	8	4	paper	paper	NOUN
ajebi-6055	8	5	also	also	ADV
ajebi-6055	8	6	points	point	VERB
ajebi-6055	8	7	to	to	ADP
ajebi-6055	8	8	current	current	ADJ
ajebi-6055	8	9	obstacles	obstacle	NOUN
ajebi-6055	8	10	,	,	PUNCT
ajebi-6055	8	11	including	include	VERB
ajebi-6055	8	12	barriers	barrier	NOUN
ajebi-6055	8	13	to	to	ADP
ajebi-6055	8	14	data	datum	NOUN
ajebi-6055	8	15	integration	integration	NOUN
ajebi-6055	8	16	,	,	PUNCT
ajebi-6055	8	17	high	high	ADJ
ajebi-6055	8	18	costs	cost	NOUN
ajebi-6055	8	19	to	to	PART
ajebi-6055	8	20	implement	implement	VERB
ajebi-6055	8	21	and	and	CCONJ
ajebi-6055	8	22	ethical	ethical	ADJ
ajebi-6055	8	23	issues	issue	NOUN
ajebi-6055	8	24	in	in	ADP
ajebi-6055	8	25	algorithmic	algorithmic	ADJ
ajebi-6055	8	26	decision	decision	NOUN
ajebi-6055	8	27	-	-	PUNCT
ajebi-6055	8	28	making	making	NOUN
ajebi-6055	8	29	.	.	PUNCT
ajebi-6055	9	1	the	the	DET
ajebi-6055	9	2	research	research	NOUN
ajebi-6055	9	3	finds	find	VERB
ajebi-6055	9	4	that	that	SCONJ
ajebi-6055	9	5	,	,	PUNCT
ajebi-6055	9	6	although	although	SCONJ
ajebi-6055	9	7	big	big	ADJ
ajebi-6055	9	8	data	datum	NOUN
ajebi-6055	9	9	provides	provide	VERB
ajebi-6055	9	10	a	a	DET
ajebi-6055	9	11	route	route	NOUN
ajebi-6055	9	12	to	to	ADP
ajebi-6055	9	13	more	more	ADV
ajebi-6055	9	14	effective	effective	ADJ
ajebi-6055	9	15	esg	esg	NOUN
ajebi-6055	9	16	reporting	reporting	NOUN
ajebi-6055	9	17	,	,	PUNCT
ajebi-6055	9	18	its	its	PRON
ajebi-6055	9	19	effectiveness	effectiveness	NOUN
ajebi-6055	9	20	still	still	ADV
ajebi-6055	9	21	requires	require	VERB
ajebi-6055	9	22	more	more	ADV
ajebi-6055	9	23	effective	effective	ADJ
ajebi-6055	9	24	regulatory	regulatory	ADJ
ajebi-6055	9	25	frameworks	framework	NOUN
ajebi-6055	9	26	,	,	PUNCT
ajebi-6055	9	27	cross	cross	ADJ
ajebi-6055	9	28	-	-	ADJ
ajebi-6055	9	29	industry	industry	ADJ
ajebi-6055	9	30	cooperation	cooperation	NOUN
ajebi-6055	9	31	,	,	PUNCT
ajebi-6055	9	32	and	and	CCONJ
ajebi-6055	9	33	adoption	adoption	NOUN
ajebi-6055	9	34	of	of	ADP
ajebi-6055	9	35	the	the	DET
ajebi-6055	9	36	technology	technology	NOUN
ajebi-6055	9	37	,	,	PUNCT
ajebi-6055	9	38	especially	especially	ADV
ajebi-6055	9	39	in	in	ADP
ajebi-6055	9	40	emerging	emerge	VERB
ajebi-6055	9	41	economies	economy	NOUN
ajebi-6055	9	42	.	.	PUNCT
ajebi-6055	10	1	the	the	DET
ajebi-6055	10	2	study	study	NOUN
ajebi-6055	10	3	becomes	become	VERB
ajebi-6055	10	4	part	part	NOUN
ajebi-6055	10	5	of	of	ADP
ajebi-6055	10	6	the	the	DET
ajebi-6055	10	7	emerging	emerge	VERB
ajebi-6055	10	8	literature	literature	NOUN
ajebi-6055	10	9	on	on	ADP
ajebi-6055	10	10	sustainable	sustainable	ADJ
ajebi-6055	10	11	finance	finance	NOUN
ajebi-6055	10	12	and	and	CCONJ
ajebi-6055	10	13	will	will	AUX
ajebi-6055	10	14	serve	serve	VERB
ajebi-6055	10	15	as	as	ADP
ajebi-6055	10	16	a	a	DET
ajebi-6055	10	17	basis	basis	NOUN
ajebi-6055	10	18	on	on	ADP
ajebi-6055	10	19	which	which	PRON
ajebi-6055	10	20	policymakers	policymaker	NOUN
ajebi-6055	10	21	,	,	PUNCT
ajebi-6055	10	22	investors	investor	NOUN
ajebi-6055	10	23	,	,	PUNCT
ajebi-6055	10	24	and	and	CCONJ
ajebi-6055	10	25	financial	financial	ADJ
ajebi-6055	10	26	institutions	institution	NOUN
ajebi-6055	10	27	can	can	AUX
ajebi-6055	10	28	ensure	ensure	VERB
ajebi-6055	10	29	profitability	profitability	NOUN
ajebi-6055	10	30	and	and	CCONJ
ajebi-6055	10	31	sustainability	sustainability	NOUN
ajebi-6055	10	32	are	be	AUX
ajebi-6055	10	33	consistent	consistent	ADJ
ajebi-6055	10	34	with	with	ADP
ajebi-6055	10	35	each	each	DET
ajebi-6055	10	36	other	other	ADJ
ajebi-6055	10	37	.	.	PUNCT
ajebi-6055	11	1	keywords	keyword	VERB
ajebi-6055	11	2	artificial	artificial	ADJ
ajebi-6055	11	3	intelligence	intelligence	NOUN
ajebi-6055	11	4	,	,	PUNCT
ajebi-6055	11	5	big	big	ADJ
ajebi-6055	11	6	data	data	PROPN
ajebi-6055	11	7	,	,	PUNCT
ajebi-6055	11	8	blockchain	blockchain	PROPN
ajebi-6055	11	9	,	,	PUNCT
ajebi-6055	11	10	esg	esg	PROPN
ajebi-6055	11	11	reporting	reporting	NOUN
ajebi-6055	11	12	,	,	PUNCT
ajebi-6055	11	13	finance	finance	NOUN
ajebi-6055	11	14	,	,	PUNCT
ajebi-6055	11	15	risk	risk	NOUN
ajebi-6055	11	16	management	management	NOUN
ajebi-6055	11	17	,	,	PUNCT
ajebi-6055	11	18	sustainable	sustainable	ADJ
ajebi-6055	11	19	investment	investment	NOUN
ajebi-6055	11	20	,	,	PUNCT
ajebi-6055	11	21	transparency	transparency	NOUN
ajebi-6055	11	22	1	1	NUM
ajebi-6055	11	23	first	first	ADV
ajebi-6055	11	24	entertainment	entertainment	NOUN
ajebi-6055	11	25	holding	hold	VERB
ajebi-6055	11	26	company	company	NOUN
ajebi-6055	11	27	,	,	PUNCT
ajebi-6055	11	28	saudi	saudi	PROPN
ajebi-6055	11	29	arabia	arabia	PROPN
ajebi-6055	11	30	*	*	PUNCT
ajebi-6055	11	31	corresponding	correspond	VERB
ajebi-6055	11	32	author	author	NOUN
ajebi-6055	11	33	’s	’s	PART
ajebi-6055	11	34	e	e	NOUN
ajebi-6055	11	35	-	-	NOUN
ajebi-6055	11	36	mail	mail	NOUN
ajebi-6055	11	37	:	:	PUNCT
ajebi-6055	11	38	waqas.kmh@gmail.com	waqas.kmh@gmail.com	X
ajebi-6055	11	39	introduction	introduction	NOUN
ajebi-6055	11	40	over	over	ADP
ajebi-6055	11	41	the	the	DET
ajebi-6055	11	42	last	last	ADJ
ajebi-6055	11	43	few	few	ADJ
ajebi-6055	11	44	years	year	NOUN
ajebi-6055	11	45	,	,	PUNCT
ajebi-6055	11	46	the	the	DET
ajebi-6055	11	47	environmental	environmental	ADJ
ajebi-6055	11	48	,	,	PUNCT
ajebi-6055	11	49	social	social	ADJ
ajebi-6055	11	50	,	,	PUNCT
ajebi-6055	11	51	and	and	CCONJ
ajebi-6055	11	52	governance	governance	NOUN
ajebi-6055	11	53	(	(	PUNCT
ajebi-6055	11	54	esg	esg	PROPN
ajebi-6055	11	55	)	)	PUNCT
ajebi-6055	11	56	perspective	perspective	NOUN
ajebi-6055	11	57	has	have	AUX
ajebi-6055	11	58	come	come	VERB
ajebi-6055	11	59	to	to	PART
ajebi-6055	11	60	occupy	occupy	VERB
ajebi-6055	11	61	the	the	DET
ajebi-6055	11	62	centre	centre	NOUN
ajebi-6055	11	63	stage	stage	NOUN
ajebi-6055	11	64	of	of	ADP
ajebi-6055	11	65	the	the	DET
ajebi-6055	11	66	world	world	NOUN
ajebi-6055	11	67	financial	financial	ADJ
ajebi-6055	11	68	arena	arena	NOUN
ajebi-6055	11	69	as	as	SCONJ
ajebi-6055	11	70	it	it	PRON
ajebi-6055	11	71	shapes	shape	VERB
ajebi-6055	11	72	investment	investment	NOUN
ajebi-6055	11	73	approaches	approach	NOUN
ajebi-6055	11	74	,	,	PUNCT
ajebi-6055	11	75	corporate	corporate	ADJ
ajebi-6055	11	76	governance	governance	NOUN
ajebi-6055	11	77	and	and	CCONJ
ajebi-6055	11	78	regulatory	regulatory	ADJ
ajebi-6055	11	79	policies	policy	NOUN
ajebi-6055	11	80	.	.	PUNCT
ajebi-6055	12	1	shareholders	shareholder	NOUN
ajebi-6055	12	2	,	,	PUNCT
ajebi-6055	12	3	regulators	regulator	NOUN
ajebi-6055	12	4	and	and	CCONJ
ajebi-6055	12	5	other	other	ADJ
ajebi-6055	12	6	interested	interested	ADJ
ajebi-6055	12	7	parties	party	NOUN
ajebi-6055	12	8	are	be	AUX
ajebi-6055	12	9	putting	put	VERB
ajebi-6055	12	10	great	great	ADJ
ajebi-6055	12	11	pressure	pressure	NOUN
ajebi-6055	12	12	on	on	ADP
ajebi-6055	12	13	firms	firm	NOUN
ajebi-6055	12	14	to	to	PART
ajebi-6055	12	15	show	show	VERB
ajebi-6055	12	16	accountability	accountability	NOUN
ajebi-6055	12	17	and	and	CCONJ
ajebi-6055	12	18	responsibility	responsibility	NOUN
ajebi-6055	12	19	in	in	ADP
ajebi-6055	12	20	responding	respond	VERB
ajebi-6055	12	21	to	to	ADP
ajebi-6055	12	22	climate	climate	NOUN
ajebi-6055	12	23	risks	risk	NOUN
ajebi-6055	12	24	,	,	PUNCT
ajebi-6055	12	25	social	social	ADJ
ajebi-6055	12	26	equity	equity	NOUN
ajebi-6055	12	27	and	and	CCONJ
ajebi-6055	12	28	ethical	ethical	ADJ
ajebi-6055	12	29	governance	governance	NOUN
ajebi-6055	12	30	.	.	PUNCT
ajebi-6055	13	1	due	due	ADP
ajebi-6055	13	2	to	to	ADP
ajebi-6055	13	3	this	this	PRON
ajebi-6055	13	4	,	,	PUNCT
ajebi-6055	13	5	esg	esg	PROPN
ajebi-6055	13	6	reporting	reporting	NOUN
ajebi-6055	13	7	has	have	AUX
ajebi-6055	13	8	become	become	VERB
ajebi-6055	13	9	an	an	DET
ajebi-6055	13	10	essential	essential	ADJ
ajebi-6055	13	11	tool	tool	NOUN
ajebi-6055	13	12	to	to	PART
ajebi-6055	13	13	evaluate	evaluate	VERB
ajebi-6055	13	14	a	a	DET
ajebi-6055	13	15	firm	firm	NOUN
ajebi-6055	13	16	’s	’s	PART
ajebi-6055	13	17	sustainability	sustainability	NOUN
ajebi-6055	13	18	profile	profile	NOUN
ajebi-6055	13	19	and	and	CCONJ
ajebi-6055	13	20	its	its	PRON
ajebi-6055	13	21	long	long	ADJ
ajebi-6055	13	22	-	-	PUNCT
ajebi-6055	13	23	term	term	NOUN
ajebi-6055	13	24	financial	financial	ADJ
ajebi-6055	13	25	sustainability	sustainability	NOUN
ajebi-6055	13	26	.	.	PUNCT
ajebi-6055	14	1	though	though	SCONJ
ajebi-6055	14	2	quick	quick	ADJ
ajebi-6055	14	3	to	to	PART
ajebi-6055	14	4	adopt	adopt	VERB
ajebi-6055	14	5	,	,	PUNCT
ajebi-6055	14	6	esg	esg	PROPN
ajebi-6055	14	7	reporting	reporting	NOUN
ajebi-6055	14	8	,	,	PUNCT
ajebi-6055	14	9	however	however	ADV
ajebi-6055	14	10	,	,	PUNCT
ajebi-6055	14	11	still	still	ADV
ajebi-6055	14	12	has	have	VERB
ajebi-6055	14	13	issues	issue	NOUN
ajebi-6055	14	14	of	of	ADP
ajebi-6055	14	15	standardization	standardization	NOUN
ajebi-6055	14	16	,	,	PUNCT
ajebi-6055	14	17	transparency	transparency	NOUN
ajebi-6055	14	18	,	,	PUNCT
ajebi-6055	14	19	and	and	CCONJ
ajebi-6055	14	20	comparability	comparability	NOUN
ajebi-6055	14	21	,	,	PUNCT
ajebi-6055	14	22	especially	especially	ADV
ajebi-6055	14	23	in	in	ADP
ajebi-6055	14	24	a	a	DET
ajebi-6055	14	25	variety	variety	NOUN
ajebi-6055	14	26	of	of	ADP
ajebi-6055	14	27	financial	financial	ADJ
ajebi-6055	14	28	markets	market	NOUN
ajebi-6055	14	29	.	.	PUNCT
ajebi-6055	15	1	these	these	DET
ajebi-6055	15	2	deficiencies	deficiency	NOUN
ajebi-6055	15	3	make	make	VERB
ajebi-6055	15	4	the	the	DET
ajebi-6055	15	5	inconsistencies	inconsistency	NOUN
ajebi-6055	15	6	in	in	ADP
ajebi-6055	15	7	such	such	ADJ
ajebi-6055	15	8	cases	case	NOUN
ajebi-6055	15	9	,	,	PUNCT
ajebi-6055	15	10	and	and	CCONJ
ajebi-6055	15	11	this	this	PRON
ajebi-6055	15	12	limits	limit	VERB
ajebi-6055	15	13	the	the	DET
ajebi-6055	15	14	dependability	dependability	NOUN
ajebi-6055	15	15	of	of	ADP
ajebi-6055	15	16	esg	esg	PROPN
ajebi-6055	15	17	disclosures	disclosure	NOUN
ajebi-6055	15	18	and	and	CCONJ
ajebi-6055	15	19	subject	subject	ADJ
ajebi-6055	15	20	investors	investor	NOUN
ajebi-6055	15	21	to	to	ADP
ajebi-6055	15	22	risks	risk	NOUN
ajebi-6055	15	23	of	of	ADP
ajebi-6055	15	24	greenwashing	greenwashing	NOUN
ajebi-6055	15	25	and	and	CCONJ
ajebi-6055	15	26	selective	selective	ADJ
ajebi-6055	15	27	reporting	reporting	NOUN
ajebi-6055	15	28	(	(	PUNCT
ajebi-6055	15	29	chopra	chopra	PROPN
ajebi-6055	15	30	et	et	PROPN
ajebi-6055	15	31	al	al	PROPN
ajebi-6055	15	32	.	.	PROPN
ajebi-6055	15	33	,	,	PUNCT
ajebi-6055	15	34	2024	2024	NUM
ajebi-6055	15	35	;	;	PUNCT
ajebi-6055	15	36	bătae	bătae	PROPN
ajebi-6055	15	37	et	et	PROPN
ajebi-6055	15	38	al	al	PROPN
ajebi-6055	15	39	.	.	PROPN
ajebi-6055	15	40	,	,	PUNCT
ajebi-6055	15	41	2020	2020	NUM
ajebi-6055	15	42	)	)	PUNCT
ajebi-6055	15	43	.	.	PUNCT
ajebi-6055	16	1	simultaneously	simultaneously	ADV
ajebi-6055	16	2	,	,	PUNCT
ajebi-6055	16	3	the	the	DET
ajebi-6055	16	4	rapid	rapid	ADJ
ajebi-6055	16	5	increase	increase	NOUN
ajebi-6055	16	6	in	in	ADP
ajebi-6055	16	7	data	datum	NOUN
ajebi-6055	16	8	during	during	ADP
ajebi-6055	16	9	the	the	DET
ajebi-6055	16	10	digital	digital	ADJ
ajebi-6055	16	11	age	age	NOUN
ajebi-6055	16	12	both	both	PRON
ajebi-6055	16	13	puts	put	VERB
ajebi-6055	16	14	pressure	pressure	NOUN
ajebi-6055	16	15	and	and	CCONJ
ajebi-6055	16	16	offers	offer	VERB
ajebi-6055	16	17	opportunities	opportunity	NOUN
ajebi-6055	16	18	to	to	ADP
ajebi-6055	16	19	the	the	DET
ajebi-6055	16	20	field	field	NOUN
ajebi-6055	16	21	of	of	ADP
ajebi-6055	16	22	finance	finance	NOUN
ajebi-6055	16	23	.	.	PUNCT
ajebi-6055	17	1	the	the	DET
ajebi-6055	17	2	use	use	NOUN
ajebi-6055	17	3	of	of	ADP
ajebi-6055	17	4	big	big	ADJ
ajebi-6055	17	5	data	datum	NOUN
ajebi-6055	17	6	analytics	analytic	NOUN
ajebi-6055	17	7	,	,	PUNCT
ajebi-6055	17	8	which	which	PRON
ajebi-6055	17	9	includes	include	VERB
ajebi-6055	17	10	the	the	DET
ajebi-6055	17	11	latest	late	ADJ
ajebi-6055	17	12	computational	computational	ADJ
ajebi-6055	17	13	methods	method	NOUN
ajebi-6055	17	14	,	,	PUNCT
ajebi-6055	17	15	including	include	VERB
ajebi-6055	17	16	machine	machine	NOUN
ajebi-6055	17	17	learning	learning	NOUN
ajebi-6055	17	18	,	,	PUNCT
ajebi-6055	17	19	artificial	artificial	ADJ
ajebi-6055	17	20	intelligence	intelligence	NOUN
ajebi-6055	17	21	,	,	PUNCT
ajebi-6055	17	22	blockchain	blockchain	NOUN
ajebi-6055	17	23	,	,	PUNCT
ajebi-6055	17	24	and	and	CCONJ
ajebi-6055	17	25	natural	natural	ADJ
ajebi-6055	17	26	language	language	NOUN
ajebi-6055	17	27	processing	processing	NOUN
ajebi-6055	17	28	,	,	PUNCT
ajebi-6055	17	29	has	have	AUX
ajebi-6055	17	30	changed	change	VERB
ajebi-6055	17	31	the	the	DET
ajebi-6055	17	32	way	way	NOUN
ajebi-6055	17	33	financial	financial	ADJ
ajebi-6055	17	34	organizations	organization	NOUN
ajebi-6055	17	35	gather	gather	VERB
ajebi-6055	17	36	,	,	PUNCT
ajebi-6055	17	37	process	process	NOUN
ajebi-6055	17	38	,	,	PUNCT
ajebi-6055	17	39	and	and	CCONJ
ajebi-6055	17	40	process	process	NOUN
ajebi-6055	17	41	data	datum	NOUN
ajebi-6055	17	42	(	(	PUNCT
ajebi-6055	17	43	saxena	saxena	PROPN
ajebi-6055	17	44	et	et	PROPN
ajebi-6055	17	45	al	al	PROPN
ajebi-6055	17	46	.	.	PROPN
ajebi-6055	17	47	,	,	PUNCT
ajebi-6055	17	48	2022	2022	NUM
ajebi-6055	17	49	)	)	PUNCT
ajebi-6055	17	50	.	.	PUNCT
ajebi-6055	18	1	in	in	ADP
ajebi-6055	18	2	the	the	DET
ajebi-6055	18	3	framework	framework	NOUN
ajebi-6055	18	4	of	of	ADP
ajebi-6055	18	5	esg	esg	PROPN
ajebi-6055	18	6	reporting	reporting	NOUN
ajebi-6055	18	7	,	,	PUNCT
ajebi-6055	18	8	big	big	ADJ
ajebi-6055	18	9	data	datum	NOUN
ajebi-6055	18	10	has	have	VERB
ajebi-6055	18	11	the	the	DET
ajebi-6055	18	12	capacity	capacity	NOUN
ajebi-6055	18	13	to	to	PART
ajebi-6055	18	14	eliminate	eliminate	VERB
ajebi-6055	18	15	chronic	chronic	ADJ
ajebi-6055	18	16	constraints	constraint	NOUN
ajebi-6055	18	17	because	because	SCONJ
ajebi-6055	18	18	of	of	ADP
ajebi-6055	18	19	the	the	DET
ajebi-6055	18	20	ability	ability	NOUN
ajebi-6055	18	21	to	to	PART
ajebi-6055	18	22	monitor	monitor	VERB
ajebi-6055	18	23	real	real	ADJ
ajebi-6055	18	24	-	-	PUNCT
ajebi-6055	18	25	time	time	NOUN
ajebi-6055	18	26	,	,	PUNCT
ajebi-6055	18	27	predictive	predictive	ADJ
ajebi-6055	18	28	modeling	modeling	NOUN
ajebi-6055	18	29	,	,	PUNCT
ajebi-6055	18	30	and	and	CCONJ
ajebi-6055	18	31	greater	great	ADJ
ajebi-6055	18	32	transparency	transparency	NOUN
ajebi-6055	18	33	.	.	PUNCT
ajebi-6055	19	1	as	as	ADP
ajebi-6055	19	2	an	an	DET
ajebi-6055	19	3	illustration	illustration	NOUN
ajebi-6055	19	4	,	,	PUNCT
ajebi-6055	19	5	big	big	ADJ
ajebi-6055	19	6	data	datum	NOUN
ajebi-6055	19	7	applications	application	NOUN
ajebi-6055	19	8	can	can	AUX
ajebi-6055	19	9	monitor	monitor	VERB
ajebi-6055	19	10	the	the	DET
ajebi-6055	19	11	performance	performance	NOUN
ajebi-6055	19	12	of	of	ADP
ajebi-6055	19	13	the	the	DET
ajebi-6055	19	14	environment	environment	NOUN
ajebi-6055	19	15	via	via	ADP
ajebi-6055	19	16	satellite	satellite	PROPN
ajebi-6055	19	17	imaging	imaging	NOUN
ajebi-6055	19	18	,	,	PUNCT
ajebi-6055	19	19	read	read	VERB
ajebi-6055	19	20	consumer	consumer	NOUN
ajebi-6055	19	21	sentiment	sentiment	NOUN
ajebi-6055	19	22	concerning	concern	VERB
ajebi-6055	19	23	social	social	ADJ
ajebi-6055	19	24	issues	issue	NOUN
ajebi-6055	19	25	using	use	VERB
ajebi-6055	19	26	social	social	ADJ
ajebi-6055	19	27	media	medium	NOUN
ajebi-6055	19	28	,	,	PUNCT
ajebi-6055	19	29	and	and	CCONJ
ajebi-6055	19	30	assess	assess	VERB
ajebi-6055	19	31	the	the	DET
ajebi-6055	19	32	risk	risk	NOUN
ajebi-6055	19	33	of	of	ADP
ajebi-6055	19	34	governance	governance	NOUN
ajebi-6055	19	35	by	by	ADP
ajebi-6055	19	36	crawling	crawl	VERB
ajebi-6055	19	37	corporate	corporate	ADJ
ajebi-6055	19	38	disclosures	disclosure	NOUN
ajebi-6055	19	39	and	and	CCONJ
ajebi-6055	19	40	financial	financial	ADJ
ajebi-6055	19	41	statements	statement	NOUN
ajebi-6055	19	42	(	(	PUNCT
ajebi-6055	19	43	liu	liu	PROPN
ajebi-6055	19	44	et	et	PROPN
ajebi-6055	19	45	al	al	PROPN
ajebi-6055	19	46	.	.	PROPN
ajebi-6055	19	47	,	,	PUNCT
ajebi-6055	19	48	2023	2023	NUM
ajebi-6055	19	49	)	)	PUNCT
ajebi-6055	19	50	.	.	PUNCT
ajebi-6055	20	1	combining	combine	VERB
ajebi-6055	20	2	these	these	DET
ajebi-6055	20	3	tools	tool	NOUN
ajebi-6055	20	4	,	,	PUNCT
ajebi-6055	20	5	investors	investor	NOUN
ajebi-6055	20	6	and	and	CCONJ
ajebi-6055	20	7	regulators	regulator	NOUN
ajebi-6055	20	8	will	will	AUX
ajebi-6055	20	9	be	be	AUX
ajebi-6055	20	10	able	able	ADJ
ajebi-6055	20	11	to	to	PART
ajebi-6055	20	12	gain	gain	VERB
ajebi-6055	20	13	a	a	DET
ajebi-6055	20	14	more	more	ADV
ajebi-6055	20	15	detailed	detailed	ADJ
ajebi-6055	20	16	and	and	CCONJ
ajebi-6055	20	17	precise	precise	ADJ
ajebi-6055	20	18	evaluation	evaluation	NOUN
ajebi-6055	20	19	of	of	ADP
ajebi-6055	20	20	esg	esg	PROPN
ajebi-6055	20	21	performance	performance	NOUN
ajebi-6055	20	22	of	of	ADP
ajebi-6055	20	23	a	a	DET
ajebi-6055	20	24	company	company	NOUN
ajebi-6055	20	25	.	.	PUNCT
ajebi-6055	21	1	the	the	DET
ajebi-6055	21	2	economic	economic	ADJ
ajebi-6055	21	3	cost	cost	NOUN
ajebi-6055	21	4	of	of	ADP
ajebi-6055	21	5	the	the	DET
ajebi-6055	21	6	esg	esg	NOUN
ajebi-6055	21	7	reporting	reporting	NOUN
ajebi-6055	21	8	that	that	PRON
ajebi-6055	21	9	is	be	AUX
ajebi-6055	21	10	made	make	VERB
ajebi-6055	21	11	possible	possible	ADJ
ajebi-6055	21	12	by	by	ADP
ajebi-6055	21	13	big	big	ADJ
ajebi-6055	21	14	data	datum	NOUN
ajebi-6055	21	15	is	be	AUX
ajebi-6055	21	16	massive	massive	ADJ
ajebi-6055	21	17	.	.	PUNCT
ajebi-6055	22	1	research	research	NOUN
ajebi-6055	22	2	has	have	AUX
ajebi-6055	22	3	also	also	ADV
ajebi-6055	22	4	indicated	indicate	VERB
ajebi-6055	22	5	that	that	SCONJ
ajebi-6055	22	6	companies	company	NOUN
ajebi-6055	22	7	with	with	ADP
ajebi-6055	22	8	good	good	ADJ
ajebi-6055	22	9	esg	esg	PROPN
ajebi-6055	22	10	performance	performance	NOUN
ajebi-6055	22	11	have	have	VERB
ajebi-6055	22	12	,	,	PUNCT
ajebi-6055	22	13	in	in	ADP
ajebi-6055	22	14	the	the	DET
ajebi-6055	22	15	long	long	ADJ
ajebi-6055	22	16	run	run	NOUN
ajebi-6055	22	17	,	,	PUNCT
ajebi-6055	22	18	better	well	ADJ
ajebi-6055	22	19	financial	financial	ADJ
ajebi-6055	22	20	performance	performance	NOUN
ajebi-6055	22	21	,	,	PUNCT
ajebi-6055	22	22	partly	partly	ADV
ajebi-6055	22	23	due	due	ADJ
ajebi-6055	22	24	to	to	ADP
ajebi-6055	22	25	superior	superior	ADJ
ajebi-6055	22	26	risk	risk	NOUN
ajebi-6055	22	27	management	management	NOUN
ajebi-6055	22	28	,	,	PUNCT
ajebi-6055	22	29	higher	high	ADJ
ajebi-6055	22	30	stakeholder	stakeholder	NOUN
ajebi-6055	22	31	trust	trust	PROPN
ajebi-6055	22	32	,	,	PUNCT
ajebi-6055	22	33	and	and	CCONJ
ajebi-6055	22	34	the	the	DET
ajebi-6055	22	35	capacity	capacity	NOUN
ajebi-6055	22	36	to	to	PART
ajebi-6055	22	37	endure	endure	VERB
ajebi-6055	22	38	environmental	environmental	ADJ
ajebi-6055	22	39	and	and	CCONJ
ajebi-6055	22	40	social	social	ADJ
ajebi-6055	22	41	shocks	shock	NOUN
ajebi-6055	22	42	(	(	PUNCT
ajebi-6055	22	43	li	li	PROPN
ajebi-6055	22	44	et	et	PROPN
ajebi-6055	22	45	al	al	PROPN
ajebi-6055	22	46	.	.	PROPN
ajebi-6055	22	47	,	,	PUNCT
ajebi-6055	22	48	2024	2024	NUM
ajebi-6055	22	49	;	;	PUNCT
ajebi-6055	22	50	bătae	bătae	PROPN
ajebi-6055	22	51	et	et	PROPN
ajebi-6055	22	52	al	al	PROPN
ajebi-6055	22	53	.	.	PROPN
ajebi-6055	22	54	,	,	PUNCT
ajebi-6055	22	55	2020	2020	NUM
ajebi-6055	22	56	)	)	PUNCT
ajebi-6055	22	57	.	.	PUNCT
ajebi-6055	23	1	big	big	ADJ
ajebi-6055	23	2	data	datum	NOUN
ajebi-6055	23	3	enables	enable	VERB
ajebi-6055	23	4	such	such	ADJ
ajebi-6055	23	5	results	result	NOUN
ajebi-6055	23	6	as	as	SCONJ
ajebi-6055	23	7	it	it	PRON
ajebi-6055	23	8	produces	produce	VERB
ajebi-6055	23	9	actionable	actionable	ADJ
ajebi-6055	23	10	information	information	NOUN
ajebi-6055	23	11	capable	capable	ADJ
ajebi-6055	23	12	of	of	ADP
ajebi-6055	23	13	enabling	enable	VERB
ajebi-6055	23	14	financial	financial	ADJ
ajebi-6055	23	15	institutions	institution	NOUN
ajebi-6055	23	16	to	to	PART
ajebi-6055	23	17	reconcile	reconcile	VERB
ajebi-6055	23	18	investment	investment	NOUN
ajebi-6055	23	19	portfolio	portfolio	NOUN
ajebi-6055	23	20	to	to	ADP
ajebi-6055	23	21	sustainability	sustainability	NOUN
ajebi-6055	23	22	objectives	objective	NOUN
ajebi-6055	23	23	in	in	ADP
ajebi-6055	23	24	addition	addition	NOUN
ajebi-6055	23	25	to	to	ADP
ajebi-6055	23	26	pa	pa	PROPN
ajebi-6055	23	27	ge	ge	PROPN
ajebi-6055	23	28	12	12	NUM
ajebi-6055	23	29	6	6	NUM
ajebi-6055	23	30	https://journals.e-palli.com/home/index.php/ajebi	https://journals.e-palli.com/home/index.php/ajebi	NUM
ajebi-6055	23	31	am	am	NOUN
ajebi-6055	23	32	.	.	PUNCT
ajebi-6055	24	1	j.	j.	PROPN
ajebi-6055	24	2	econ	econ	PROPN
ajebi-6055	24	3	.	.	PUNCT
ajebi-6055	24	4	bus	bus	PROPN
ajebi-6055	24	5	.	.	PUNCT
ajebi-6055	25	1	innov	innov	PROPN
ajebi-6055	25	2	.	.	PUNCT
ajebi-6055	26	1	4(3	4(3	NUM
ajebi-6055	26	2	)	)	PUNCT
ajebi-6055	26	3	125	125	NUM
ajebi-6055	26	4	-	-	SYM
ajebi-6055	26	5	133	133	NUM
ajebi-6055	26	6	,	,	PUNCT
ajebi-6055	26	7	2025	2025	NUM
ajebi-6055	26	8	minimizing	minimize	VERB
ajebi-6055	26	9	the	the	DET
ajebi-6055	26	10	exposure	exposure	NOUN
ajebi-6055	26	11	to	to	ADP
ajebi-6055	26	12	reputational	reputational	ADJ
ajebi-6055	26	13	and	and	CCONJ
ajebi-6055	26	14	regulatory	regulatory	ADJ
ajebi-6055	26	15	risk	risk	NOUN
ajebi-6055	26	16	.	.	PUNCT
ajebi-6055	27	1	in	in	ADP
ajebi-6055	27	2	developing	develop	VERB
ajebi-6055	27	3	economies	economy	NOUN
ajebi-6055	27	4	with	with	ADP
ajebi-6055	27	5	potentially	potentially	ADV
ajebi-6055	27	6	low	low	ADJ
ajebi-6055	27	7	levels	level	NOUN
ajebi-6055	27	8	of	of	ADP
ajebi-6055	27	9	data	datum	NOUN
ajebi-6055	27	10	infrastructure	infrastructure	NOUN
ajebi-6055	27	11	,	,	PUNCT
ajebi-6055	27	12	big	big	ADJ
ajebi-6055	27	13	data	datum	NOUN
ajebi-6055	27	14	creates	create	VERB
ajebi-6055	27	15	an	an	DET
ajebi-6055	27	16	opportunity	opportunity	NOUN
ajebi-6055	27	17	to	to	PART
ajebi-6055	27	18	fill	fill	VERB
ajebi-6055	27	19	information	information	NOUN
ajebi-6055	27	20	gaps	gap	NOUN
ajebi-6055	27	21	,	,	PUNCT
ajebi-6055	27	22	thereby	thereby	ADV
ajebi-6055	27	23	enabling	enable	VERB
ajebi-6055	27	24	investors	investor	NOUN
ajebi-6055	27	25	to	to	PART
ajebi-6055	27	26	use	use	VERB
ajebi-6055	27	27	sustainable	sustainable	ADJ
ajebi-6055	27	28	finance	finance	NOUN
ajebi-6055	27	29	practices	practice	NOUN
ajebi-6055	27	30	(	(	PUNCT
ajebi-6055	27	31	faruq	faruq	PROPN
ajebi-6055	27	32	&	&	CCONJ
ajebi-6055	27	33	chowdhury	chowdhury	PROPN
ajebi-6055	27	34	,	,	PUNCT
ajebi-6055	27	35	2025	2025	NUM
ajebi-6055	27	36	;	;	PUNCT
ajebi-6055	27	37	ibrahim	ibrahim	PROPN
ajebi-6055	27	38	et	et	PROPN
ajebi-6055	27	39	al	al	PROPN
ajebi-6055	27	40	.	.	PROPN
ajebi-6055	27	41	,	,	PUNCT
ajebi-6055	27	42	2025	2025	NUM
ajebi-6055	27	43	)	)	PUNCT
ajebi-6055	27	44	.	.	PUNCT
ajebi-6055	28	1	however	however	ADV
ajebi-6055	28	2	,	,	PUNCT
ajebi-6055	28	3	there	there	PRON
ajebi-6055	28	4	are	be	VERB
ajebi-6055	28	5	challenges	challenge	NOUN
ajebi-6055	28	6	to	to	ADP
ajebi-6055	28	7	the	the	DET
ajebi-6055	28	8	incorporation	incorporation	NOUN
ajebi-6055	28	9	of	of	ADP
ajebi-6055	28	10	big	big	ADJ
ajebi-6055	28	11	data	datum	NOUN
ajebi-6055	28	12	into	into	ADP
ajebi-6055	28	13	the	the	DET
ajebi-6055	28	14	esg	esg	NOUN
ajebi-6055	28	15	reporting	reporting	NOUN
ajebi-6055	28	16	.	.	PUNCT
ajebi-6055	29	1	there	there	PRON
ajebi-6055	29	2	are	be	VERB
ajebi-6055	29	3	still	still	ADV
ajebi-6055	29	4	concerns	concern	NOUN
ajebi-6055	29	5	over	over	ADP
ajebi-6055	29	6	data	datum	NOUN
ajebi-6055	29	7	integration	integration	NOUN
ajebi-6055	29	8	,	,	PUNCT
ajebi-6055	29	9	high	high	ADJ
ajebi-6055	29	10	costs	cost	NOUN
ajebi-6055	29	11	of	of	ADP
ajebi-6055	29	12	implementation	implementation	NOUN
ajebi-6055	29	13	,	,	PUNCT
ajebi-6055	29	14	and	and	CCONJ
ajebi-6055	29	15	ethical	ethical	ADJ
ajebi-6055	29	16	concerns	concern	NOUN
ajebi-6055	29	17	with	with	ADP
ajebi-6055	29	18	regard	regard	NOUN
ajebi-6055	29	19	to	to	ADP
ajebi-6055	29	20	the	the	DET
ajebi-6055	29	21	use	use	NOUN
ajebi-6055	29	22	of	of	ADP
ajebi-6055	29	23	algorithms	algorithm	NOUN
ajebi-6055	29	24	to	to	PART
ajebi-6055	29	25	make	make	VERB
ajebi-6055	29	26	decisions	decision	NOUN
ajebi-6055	29	27	.	.	PUNCT
ajebi-6055	30	1	indicatively	indicatively	ADV
ajebi-6055	30	2	,	,	PUNCT
ajebi-6055	30	3	the	the	DET
ajebi-6055	30	4	use	use	NOUN
ajebi-6055	30	5	of	of	ADP
ajebi-6055	30	6	automated	automate	VERB
ajebi-6055	30	7	data	data	NOUN
ajebi-6055	30	8	collection	collection	NOUN
ajebi-6055	30	9	and	and	CCONJ
ajebi-6055	30	10	analysis	analysis	NOUN
ajebi-6055	30	11	may	may	AUX
ajebi-6055	30	12	unintentionally	unintentionally	ADV
ajebi-6055	30	13	bring	bring	VERB
ajebi-6055	30	14	biases	bias	NOUN
ajebi-6055	30	15	that	that	PRON
ajebi-6055	30	16	weaken	weaken	VERB
ajebi-6055	30	17	the	the	DET
ajebi-6055	30	18	integrity	integrity	NOUN
ajebi-6055	30	19	and	and	CCONJ
ajebi-6055	30	20	validity	validity	NOUN
ajebi-6055	30	21	of	of	ADP
ajebi-6055	30	22	esg	esg	PROPN
ajebi-6055	30	23	assessments	assessment	NOUN
ajebi-6055	30	24	(	(	PUNCT
ajebi-6055	30	25	wei	wei	PROPN
ajebi-6055	30	26	&	&	CCONJ
ajebi-6055	30	27	zeng	zeng	PROPN
ajebi-6055	30	28	,	,	PUNCT
ajebi-6055	30	29	2025	2025	NUM
ajebi-6055	30	30	)	)	PUNCT
ajebi-6055	30	31	.	.	PUNCT
ajebi-6055	31	1	moreover	moreover	ADV
ajebi-6055	31	2	,	,	PUNCT
ajebi-6055	31	3	the	the	DET
ajebi-6055	31	4	dashed	dash	VERB
ajebi-6055	31	5	state	state	NOUN
ajebi-6055	31	6	of	of	ADP
ajebi-6055	31	7	esg	esg	PROPN
ajebi-6055	31	8	standards	standard	NOUN
ajebi-6055	31	9	in	in	ADP
ajebi-6055	31	10	various	various	ADJ
ajebi-6055	31	11	jurisdictions	jurisdiction	NOUN
ajebi-6055	31	12	makes	make	VERB
ajebi-6055	31	13	it	it	PRON
ajebi-6055	31	14	difficult	difficult	ADJ
ajebi-6055	31	15	to	to	PART
ajebi-6055	31	16	create	create	VERB
ajebi-6055	31	17	a	a	DET
ajebi-6055	31	18	common	common	ADJ
ajebi-6055	31	19	model	model	NOUN
ajebi-6055	31	20	on	on	ADP
ajebi-6055	31	21	the	the	DET
ajebi-6055	31	22	use	use	NOUN
ajebi-6055	31	23	of	of	ADP
ajebi-6055	31	24	the	the	DET
ajebi-6055	31	25	big	big	ADJ
ajebi-6055	31	26	data	datum	NOUN
ajebi-6055	31	27	in	in	ADP
ajebi-6055	31	28	financial	financial	ADJ
ajebi-6055	31	29	reporting	reporting	NOUN
ajebi-6055	31	30	.	.	PUNCT
ajebi-6055	32	1	these	these	DET
ajebi-6055	32	2	constraints	constraint	NOUN
ajebi-6055	32	3	reveal	reveal	VERB
ajebi-6055	32	4	the	the	DET
ajebi-6055	32	5	necessity	necessity	NOUN
ajebi-6055	32	6	of	of	ADP
ajebi-6055	32	7	the	the	DET
ajebi-6055	32	8	strong	strong	ADJ
ajebi-6055	32	9	regulatory	regulatory	ADJ
ajebi-6055	32	10	frameworks	framework	NOUN
ajebi-6055	32	11	,	,	PUNCT
ajebi-6055	32	12	cross	cross	ADJ
ajebi-6055	32	13	-	-	ADJ
ajebi-6055	32	14	industry	industry	ADJ
ajebi-6055	32	15	cooperation	cooperation	NOUN
ajebi-6055	32	16	,	,	PUNCT
ajebi-6055	32	17	and	and	CCONJ
ajebi-6055	32	18	innovations	innovation	NOUN
ajebi-6055	32	19	in	in	ADP
ajebi-6055	32	20	the	the	DET
ajebi-6055	32	21	field	field	NOUN
ajebi-6055	32	22	of	of	ADP
ajebi-6055	32	23	data	datum	NOUN
ajebi-6055	32	24	governance	governance	NOUN
ajebi-6055	32	25	.	.	PUNCT
ajebi-6055	33	1	this	this	DET
ajebi-6055	33	2	article	article	NOUN
ajebi-6055	33	3	aims	aim	VERB
ajebi-6055	33	4	to	to	PART
ajebi-6055	33	5	give	give	VERB
ajebi-6055	33	6	an	an	DET
ajebi-6055	33	7	in	in	ADP
ajebi-6055	33	8	-	-	PUNCT
ajebi-6055	33	9	depth	depth	NOUN
ajebi-6055	33	10	analysis	analysis	NOUN
ajebi-6055	33	11	of	of	ADP
ajebi-6055	33	12	how	how	SCONJ
ajebi-6055	33	13	big	big	ADJ
ajebi-6055	33	14	data	data	NOUN
ajebi-6055	33	15	is	be	AUX
ajebi-6055	33	16	transforming	transform	VERB
ajebi-6055	33	17	esg	esg	NOUN
ajebi-6055	33	18	reporting	reporting	NOUN
ajebi-6055	33	19	in	in	ADP
ajebi-6055	33	20	finance	finance	NOUN
ajebi-6055	33	21	.	.	PUNCT
ajebi-6055	34	1	it	it	PRON
ajebi-6055	34	2	starts	start	VERB
ajebi-6055	34	3	with	with	ADP
ajebi-6055	34	4	a	a	DET
ajebi-6055	34	5	literature	literature	NOUN
ajebi-6055	34	6	review	review	NOUN
ajebi-6055	34	7	of	of	ADP
ajebi-6055	34	8	the	the	DET
ajebi-6055	34	9	current	current	ADJ
ajebi-6055	34	10	state	state	NOUN
ajebi-6055	34	11	of	of	ADP
ajebi-6055	34	12	knowledge	knowledge	NOUN
ajebi-6055	34	13	about	about	ADP
ajebi-6055	34	14	esg	esg	NOUN
ajebi-6055	34	15	performance	performance	NOUN
ajebi-6055	34	16	and	and	CCONJ
ajebi-6055	34	17	the	the	DET
ajebi-6055	34	18	application	application	NOUN
ajebi-6055	34	19	of	of	ADP
ajebi-6055	34	20	big	big	ADJ
ajebi-6055	34	21	data	datum	NOUN
ajebi-6055	34	22	to	to	ADP
ajebi-6055	34	23	financial	financial	ADJ
ajebi-6055	34	24	markets	market	NOUN
ajebi-6055	34	25	,	,	PUNCT
ajebi-6055	34	26	with	with	ADP
ajebi-6055	34	27	its	its	PRON
ajebi-6055	34	28	opportunities	opportunity	NOUN
ajebi-6055	34	29	and	and	CCONJ
ajebi-6055	34	30	challenges	challenge	NOUN
ajebi-6055	34	31	.	.	PUNCT
ajebi-6055	35	1	the	the	DET
ajebi-6055	35	2	section	section	NOUN
ajebi-6055	35	3	of	of	ADP
ajebi-6055	35	4	the	the	DET
ajebi-6055	35	5	research	research	NOUN
ajebi-6055	35	6	methodology	methodology	NOUN
ajebi-6055	35	7	is	be	AUX
ajebi-6055	35	8	the	the	DET
ajebi-6055	35	9	description	description	NOUN
ajebi-6055	35	10	of	of	ADP
ajebi-6055	35	11	the	the	DET
ajebi-6055	35	12	research	research	NOUN
ajebi-6055	35	13	method	method	NOUN
ajebi-6055	35	14	which	which	PRON
ajebi-6055	35	15	is	be	AUX
ajebi-6055	35	16	founded	found	VERB
ajebi-6055	35	17	on	on	ADP
ajebi-6055	35	18	the	the	DET
ajebi-6055	35	19	synthesis	synthesis	NOUN
ajebi-6055	35	20	of	of	ADP
ajebi-6055	35	21	academic	academic	ADJ
ajebi-6055	35	22	research	research	NOUN
ajebi-6055	35	23	and	and	CCONJ
ajebi-6055	35	24	reports	report	NOUN
ajebi-6055	35	25	of	of	ADP
ajebi-6055	35	26	various	various	ADJ
ajebi-6055	35	27	industries	industry	NOUN
ajebi-6055	35	28	and	and	CCONJ
ajebi-6055	35	29	case	case	NOUN
ajebi-6055	35	30	examples	example	NOUN
ajebi-6055	35	31	of	of	ADP
ajebi-6055	35	32	various	various	ADJ
ajebi-6055	35	33	regions	region	NOUN
ajebi-6055	35	34	.	.	PUNCT
ajebi-6055	36	1	later	late	ADJ
ajebi-6055	36	2	paragraphs	paragraph	NOUN
ajebi-6055	36	3	discuss	discuss	VERB
ajebi-6055	36	4	the	the	DET
ajebi-6055	36	5	present	present	ADJ
ajebi-6055	36	6	issues	issue	NOUN
ajebi-6055	36	7	of	of	ADP
ajebi-6055	36	8	esg	esg	PROPN
ajebi-6055	36	9	reporting	reporting	NOUN
ajebi-6055	36	10	,	,	PUNCT
ajebi-6055	36	11	how	how	SCONJ
ajebi-6055	36	12	big	big	ADJ
ajebi-6055	36	13	data	datum	NOUN
ajebi-6055	36	14	can	can	AUX
ajebi-6055	36	15	positively	positively	ADV
ajebi-6055	36	16	influence	influence	VERB
ajebi-6055	36	17	esg	esg	NOUN
ajebi-6055	36	18	activities	activity	NOUN
ajebi-6055	36	19	,	,	PUNCT
ajebi-6055	36	20	and	and	CCONJ
ajebi-6055	36	21	the	the	DET
ajebi-6055	36	22	implications	implication	NOUN
ajebi-6055	36	23	of	of	ADP
ajebi-6055	36	24	esg	esg	PROPN
ajebi-6055	36	25	reporting	report	VERB
ajebi-6055	36	26	to	to	ADP
ajebi-6055	36	27	the	the	DET
ajebi-6055	36	28	financial	financial	ADJ
ajebi-6055	36	29	markets	market	NOUN
ajebi-6055	36	30	in	in	ADP
ajebi-6055	36	31	general	general	ADJ
ajebi-6055	36	32	.	.	PUNCT
ajebi-6055	37	1	the	the	DET
ajebi-6055	37	2	article	article	NOUN
ajebi-6055	37	3	ends	end	VERB
ajebi-6055	37	4	by	by	ADP
ajebi-6055	37	5	offering	offer	VERB
ajebi-6055	37	6	suggestions	suggestion	NOUN
ajebi-6055	37	7	to	to	ADP
ajebi-6055	37	8	policymakers	policymaker	NOUN
ajebi-6055	37	9	,	,	PUNCT
ajebi-6055	37	10	investors	investor	NOUN
ajebi-6055	37	11	,	,	PUNCT
ajebi-6055	37	12	and	and	CCONJ
ajebi-6055	37	13	corporate	corporate	ADJ
ajebi-6055	37	14	leaders	leader	NOUN
ajebi-6055	37	15	to	to	PART
ajebi-6055	37	16	enhance	enhance	VERB
ajebi-6055	37	17	the	the	DET
ajebi-6055	37	18	inclusion	inclusion	NOUN
ajebi-6055	37	19	of	of	ADP
ajebi-6055	37	20	big	big	ADJ
ajebi-6055	37	21	data	datum	NOUN
ajebi-6055	37	22	in	in	ADP
ajebi-6055	37	23	esg	esg	PROPN
ajebi-6055	37	24	reporting	reporting	NOUN
ajebi-6055	37	25	systems	system	NOUN
ajebi-6055	37	26	to	to	PART
ajebi-6055	37	27	make	make	VERB
ajebi-6055	37	28	sure	sure	ADJ
ajebi-6055	37	29	that	that	SCONJ
ajebi-6055	37	30	the	the	DET
ajebi-6055	37	31	financial	financial	ADJ
ajebi-6055	37	32	markets	market	NOUN
ajebi-6055	37	33	do	do	AUX
ajebi-6055	37	34	not	not	PART
ajebi-6055	37	35	only	only	ADV
ajebi-6055	37	36	seek	seek	VERB
ajebi-6055	37	37	profitability	profitability	NOUN
ajebi-6055	37	38	,	,	PUNCT
ajebi-6055	37	39	but	but	CCONJ
ajebi-6055	37	40	also	also	ADV
ajebi-6055	37	41	play	play	VERB
ajebi-6055	37	42	a	a	DET
ajebi-6055	37	43	vital	vital	ADJ
ajebi-6055	37	44	role	role	NOUN
ajebi-6055	37	45	in	in	ADP
ajebi-6055	37	46	sustainable	sustainable	ADJ
ajebi-6055	37	47	development	development	NOUN
ajebi-6055	37	48	.	.	PUNCT
ajebi-6055	38	1	this	this	DET
ajebi-6055	38	2	study	study	NOUN
ajebi-6055	38	3	helps	help	VERB
ajebi-6055	38	4	to	to	PART
ajebi-6055	38	5	enhance	enhance	VERB
ajebi-6055	38	6	sustainable	sustainable	ADJ
ajebi-6055	38	7	investment	investment	NOUN
ajebi-6055	38	8	strategies	strategy	NOUN
ajebi-6055	38	9	and	and	CCONJ
ajebi-6055	38	10	financial	financial	ADJ
ajebi-6055	38	11	innovation	innovation	NOUN
ajebi-6055	38	12	because	because	SCONJ
ajebi-6055	38	13	it	it	PRON
ajebi-6055	38	14	places	place	VERB
ajebi-6055	38	15	big	big	ADJ
ajebi-6055	38	16	data	datum	NOUN
ajebi-6055	38	17	in	in	ADP
ajebi-6055	38	18	the	the	DET
ajebi-6055	38	19	context	context	NOUN
ajebi-6055	38	20	of	of	ADP
ajebi-6055	38	21	an	an	DET
ajebi-6055	38	22	expanding	expand	VERB
ajebi-6055	38	23	body	body	NOUN
ajebi-6055	38	24	of	of	ADP
ajebi-6055	38	25	literature	literature	NOUN
ajebi-6055	38	26	on	on	ADP
ajebi-6055	38	27	esg	esg	PROPN
ajebi-6055	38	28	finance	finance	NOUN
ajebi-6055	38	29	.	.	PUNCT
ajebi-6055	39	1	it	it	PRON
ajebi-6055	39	2	stresses	stress	VERB
ajebi-6055	39	3	the	the	DET
ajebi-6055	39	4	idea	idea	NOUN
ajebi-6055	39	5	that	that	SCONJ
ajebi-6055	39	6	big	big	ADJ
ajebi-6055	39	7	data	datum	NOUN
ajebi-6055	39	8	analytics	analytic	NOUN
ajebi-6055	39	9	can	can	AUX
ajebi-6055	39	10	bring	bring	VERB
ajebi-6055	39	11	revolutionary	revolutionary	ADJ
ajebi-6055	39	12	opportunities	opportunity	NOUN
ajebi-6055	39	13	to	to	ADP
ajebi-6055	39	14	esg	esg	NOUN
ajebi-6055	39	15	reporting	reporting	NOUN
ajebi-6055	39	16	,	,	PUNCT
ajebi-6055	39	17	but	but	CCONJ
ajebi-6055	39	18	its	its	PRON
ajebi-6055	39	19	application	application	NOUN
ajebi-6055	39	20	requires	require	VERB
ajebi-6055	39	21	a	a	DET
ajebi-6055	39	22	balance	balance	NOUN
ajebi-6055	39	23	between	between	ADP
ajebi-6055	39	24	the	the	DET
ajebi-6055	39	25	potential	potential	NOUN
ajebi-6055	39	26	of	of	ADP
ajebi-6055	39	27	the	the	DET
ajebi-6055	39	28	technological	technological	ADJ
ajebi-6055	39	29	options	option	NOUN
ajebi-6055	39	30	and	and	CCONJ
ajebi-6055	39	31	ethical	ethical	ADJ
ajebi-6055	39	32	,	,	PUNCT
ajebi-6055	39	33	regulatory	regulatory	ADJ
ajebi-6055	39	34	,	,	PUNCT
ajebi-6055	39	35	and	and	CCONJ
ajebi-6055	39	36	social	social	ADJ
ajebi-6055	39	37	considerations	consideration	NOUN
ajebi-6055	39	38	.	.	PUNCT
ajebi-6055	40	1	with	with	ADP
ajebi-6055	40	2	the	the	DET
ajebi-6055	40	3	global	global	ADJ
ajebi-6055	40	4	financial	financial	ADJ
ajebi-6055	40	5	systems	system	NOUN
ajebi-6055	40	6	shifting	shift	VERB
ajebi-6055	40	7	to	to	ADP
ajebi-6055	40	8	sustainability	sustainability	NOUN
ajebi-6055	40	9	,	,	PUNCT
ajebi-6055	40	10	the	the	DET
ajebi-6055	40	11	intersection	intersection	NOUN
ajebi-6055	40	12	of	of	ADP
ajebi-6055	40	13	big	big	ADJ
ajebi-6055	40	14	data	datum	NOUN
ajebi-6055	40	15	and	and	CCONJ
ajebi-6055	40	16	esg	esg	PROPN
ajebi-6055	40	17	reporting	reporting	NOUN
ajebi-6055	40	18	is	be	AUX
ajebi-6055	40	19	going	go	VERB
ajebi-6055	40	20	to	to	PART
ajebi-6055	40	21	be	be	AUX
ajebi-6055	40	22	central	central	ADJ
ajebi-6055	40	23	to	to	ADP
ajebi-6055	40	24	the	the	DET
ajebi-6055	40	25	future	future	NOUN
ajebi-6055	40	26	of	of	ADP
ajebi-6055	40	27	responsible	responsible	ADJ
ajebi-6055	40	28	finance	finance	NOUN
ajebi-6055	40	29	.	.	PUNCT
ajebi-6055	41	1	literature	literature	NOUN
ajebi-6055	41	2	review	review	NOUN
ajebi-6055	41	3	maturation	maturation	NOUN
ajebi-6055	41	4	and	and	CCONJ
ajebi-6055	41	5	problems	problem	NOUN
ajebi-6055	41	6	esg	esg	PROPN
ajebi-6055	41	7	reporting	report	VERB
ajebi-6055	41	8	status	status	NOUN
ajebi-6055	41	9	of	of	ADP
ajebi-6055	41	10	esg	esg	PROPN
ajebi-6055	41	11	reporting	reporting	NOUN
ajebi-6055	41	12	as	as	ADP
ajebi-6055	41	13	of	of	ADP
ajebi-6055	41	14	now	now	ADV
ajebi-6055	41	15	the	the	DET
ajebi-6055	41	16	reporting	reporting	NOUN
ajebi-6055	41	17	of	of	ADP
ajebi-6055	41	18	esg	esg	PROPN
ajebi-6055	41	19	has	have	AUX
ajebi-6055	41	20	become	become	VERB
ajebi-6055	41	21	much	much	ADV
ajebi-6055	41	22	more	more	ADJ
ajebi-6055	41	23	of	of	ADP
ajebi-6055	41	24	a	a	DET
ajebi-6055	41	25	compulsory	compulsory	ADJ
ajebi-6055	41	26	and	and	CCONJ
ajebi-6055	41	27	data	data	NOUN
ajebi-6055	41	28	-	-	PUNCT
ajebi-6055	41	29	driven	drive	VERB
ajebi-6055	41	30	focus	focus	NOUN
ajebi-6055	41	31	than	than	ADP
ajebi-6055	41	32	a	a	DET
ajebi-6055	41	33	discretionary	discretionary	ADJ
ajebi-6055	41	34	corporate	corporate	ADJ
ajebi-6055	41	35	social	social	ADJ
ajebi-6055	41	36	responsibility	responsibility	NOUN
ajebi-6055	41	37	(	(	PUNCT
ajebi-6055	41	38	csr	csr	NOUN
ajebi-6055	41	39	)	)	PUNCT
ajebi-6055	41	40	report	report	NOUN
ajebi-6055	41	41	.	.	PUNCT
ajebi-6055	42	1	the	the	DET
ajebi-6055	42	2	introduction	introduction	NOUN
ajebi-6055	42	3	of	of	ADP
ajebi-6055	42	4	standards	standard	NOUN
ajebi-6055	42	5	such	such	ADJ
ajebi-6055	42	6	as	as	ADP
ajebi-6055	42	7	gri	gri	PROPN
ajebi-6055	42	8	,	,	PUNCT
ajebi-6055	42	9	sasb	sasb	NOUN
ajebi-6055	42	10	,	,	PUNCT
ajebi-6055	42	11	and	and	CCONJ
ajebi-6055	42	12	tcfd	tcfd	NOUN
ajebi-6055	42	13	have	have	AUX
ajebi-6055	42	14	led	lead	VERB
ajebi-6055	42	15	to	to	ADP
ajebi-6055	42	16	increased	increase	VERB
ajebi-6055	42	17	standardization	standardization	NOUN
ajebi-6055	42	18	but	but	CCONJ
ajebi-6055	42	19	esg	esg	NOUN
ajebi-6055	42	20	disclosures	disclosure	NOUN
ajebi-6055	42	21	continue	continue	VERB
ajebi-6055	42	22	to	to	PART
ajebi-6055	42	23	be	be	AUX
ajebi-6055	42	24	inconsistent	inconsistent	ADJ
ajebi-6055	42	25	.	.	PUNCT
ajebi-6055	43	1	the	the	DET
ajebi-6055	43	2	use	use	NOUN
ajebi-6055	43	3	of	of	ADP
ajebi-6055	43	4	esg	esg	PROPN
ajebi-6055	43	5	standards	standard	NOUN
ajebi-6055	43	6	around	around	ADP
ajebi-6055	43	7	the	the	DET
ajebi-6055	43	8	world	world	NOUN
ajebi-6055	43	9	is	be	AUX
ajebi-6055	43	10	very	very	ADV
ajebi-6055	43	11	uneven	uneven	ADJ
ajebi-6055	43	12	.	.	PUNCT
ajebi-6055	44	1	africa	africa	PROPN
ajebi-6055	44	2	and	and	CCONJ
ajebi-6055	44	3	latin	latin	PROPN
ajebi-6055	44	4	america	america	PROPN
ajebi-6055	44	5	are	be	AUX
ajebi-6055	44	6	other	other	ADJ
ajebi-6055	44	7	regions	region	NOUN
ajebi-6055	44	8	of	of	ADP
ajebi-6055	44	9	the	the	DET
ajebi-6055	44	10	world	world	NOUN
ajebi-6055	44	11	that	that	PRON
ajebi-6055	44	12	have	have	VERB
ajebi-6055	44	13	weak	weak	ADJ
ajebi-6055	44	14	regulatory	regulatory	ADJ
ajebi-6055	44	15	frameworks	framework	NOUN
ajebi-6055	44	16	and	and	CCONJ
ajebi-6055	44	17	are	be	AUX
ajebi-6055	44	18	highly	highly	ADV
ajebi-6055	44	19	exposed	expose	VERB
ajebi-6055	44	20	to	to	ADP
ajebi-6055	44	21	infrastructure	infrastructure	NOUN
ajebi-6055	44	22	and	and	CCONJ
ajebi-6055	44	23	regulatory	regulatory	ADJ
ajebi-6055	44	24	risk	risk	NOUN
ajebi-6055	44	25	,	,	PUNCT
ajebi-6055	44	26	resulting	result	VERB
ajebi-6055	44	27	in	in	ADP
ajebi-6055	44	28	data	datum	NOUN
ajebi-6055	44	29	inconsistency	inconsistency	NOUN
ajebi-6055	44	30	and	and	CCONJ
ajebi-6055	44	31	unreliable	unreliable	ADJ
ajebi-6055	44	32	disclosures	disclosure	NOUN
ajebi-6055	44	33	.	.	PUNCT
ajebi-6055	45	1	the	the	DET
ajebi-6055	45	2	uses	use	NOUN
ajebi-6055	45	3	of	of	ADP
ajebi-6055	45	4	big	big	ADJ
ajebi-6055	45	5	data	datum	NOUN
ajebi-6055	45	6	to	to	PART
ajebi-6055	45	7	improve	improve	VERB
ajebi-6055	45	8	esg	esg	NOUN
ajebi-6055	45	9	reporting	report	VERB
ajebi-6055	45	10	the	the	DET
ajebi-6055	45	11	tools	tool	NOUN
ajebi-6055	45	12	offered	offer	VERB
ajebi-6055	45	13	by	by	ADP
ajebi-6055	45	14	big	big	ADJ
ajebi-6055	45	15	data	datum	NOUN
ajebi-6055	45	16	technologies	technology	NOUN
ajebi-6055	45	17	like	like	ADP
ajebi-6055	45	18	blockchain	blockchain	PROPN
ajebi-6055	45	19	,	,	PUNCT
ajebi-6055	45	20	ai	ai	VERB
ajebi-6055	45	21	,	,	PUNCT
ajebi-6055	45	22	iot	iot	NOUN
ajebi-6055	45	23	,	,	PUNCT
ajebi-6055	45	24	machine	machine	NOUN
ajebi-6055	45	25	learning	learning	NOUN
ajebi-6055	45	26	can	can	AUX
ajebi-6055	45	27	address	address	VERB
ajebi-6055	45	28	the	the	DET
ajebi-6055	45	29	significant	significant	ADJ
ajebi-6055	45	30	gaps	gap	NOUN
ajebi-6055	45	31	of	of	ADP
ajebi-6055	45	32	traditional	traditional	ADJ
ajebi-6055	45	33	esg	esg	NOUN
ajebi-6055	45	34	reporting	reporting	NOUN
ajebi-6055	45	35	,	,	PUNCT
ajebi-6055	45	36	such	such	ADJ
ajebi-6055	45	37	as	as	ADP
ajebi-6055	45	38	real	real	ADJ
ajebi-6055	45	39	-	-	PUNCT
ajebi-6055	45	40	time	time	NOUN
ajebi-6055	45	41	tracking	tracking	NOUN
ajebi-6055	45	42	,	,	PUNCT
ajebi-6055	45	43	predictive	predictive	ADJ
ajebi-6055	45	44	data	datum	NOUN
ajebi-6055	45	45	analysis	analysis	NOUN
ajebi-6055	45	46	,	,	PUNCT
ajebi-6055	45	47	and	and	CCONJ
ajebi-6055	45	48	data	datum	NOUN
ajebi-6055	45	49	transparency	transparency	NOUN
ajebi-6055	45	50	.	.	PUNCT
ajebi-6055	46	1	the	the	DET
ajebi-6055	46	2	ability	ability	NOUN
ajebi-6055	46	3	of	of	ADP
ajebi-6055	46	4	the	the	DET
ajebi-6055	46	5	blockchain	blockchain	PROPN
ajebi-6055	46	6	to	to	PART
ajebi-6055	46	7	track	track	VERB
ajebi-6055	46	8	and	and	CCONJ
ajebi-6055	46	9	validate	validate	VERB
ajebi-6055	46	10	the	the	DET
ajebi-6055	46	11	authenticity	authenticity	NOUN
ajebi-6055	46	12	of	of	ADP
ajebi-6055	46	13	esg	esg	PROPN
ajebi-6055	46	14	data	datum	NOUN
ajebi-6055	46	15	reduces	reduce	VERB
ajebi-6055	46	16	greenwashing	greenwashing	NOUN
ajebi-6055	46	17	.	.	PUNCT
ajebi-6055	47	1	the	the	DET
ajebi-6055	47	2	ai	ai	NOUN
ajebi-6055	47	3	is	be	AUX
ajebi-6055	47	4	used	use	VERB
ajebi-6055	47	5	to	to	PART
ajebi-6055	47	6	analyze	analyze	VERB
ajebi-6055	47	7	the	the	DET
ajebi-6055	47	8	sentiment	sentiment	NOUN
ajebi-6055	47	9	and	and	CCONJ
ajebi-6055	47	10	predict	predict	VERB
ajebi-6055	47	11	risks	risk	NOUN
ajebi-6055	47	12	,	,	PUNCT
ajebi-6055	47	13	and	and	CCONJ
ajebi-6055	47	14	the	the	DET
ajebi-6055	47	15	iot	iot	NOUN
ajebi-6055	47	16	is	be	AUX
ajebi-6055	47	17	used	use	VERB
ajebi-6055	47	18	to	to	PART
ajebi-6055	47	19	monitor	monitor	VERB
ajebi-6055	47	20	the	the	DET
ajebi-6055	47	21	environment	environment	NOUN
ajebi-6055	47	22	.	.	PUNCT
ajebi-6055	48	1	recent	recent	ADJ
ajebi-6055	48	2	trends	trend	NOUN
ajebi-6055	48	3	in	in	ADP
ajebi-6055	48	4	esg	esg	PROPN
ajebi-6055	48	5	reporting	report	VERB
ajebi-6055	48	6	•	•	ADJ
ajebi-6055	48	7	predictive	predictive	ADJ
ajebi-6055	48	8	analytics	analytic	NOUN
ajebi-6055	48	9	:	:	PUNCT
ajebi-6055	48	10	with	with	ADP
ajebi-6055	48	11	the	the	DET
ajebi-6055	48	12	growing	grow	VERB
ajebi-6055	48	13	use	use	NOUN
ajebi-6055	48	14	of	of	ADP
ajebi-6055	48	15	machine	machine	NOUN
ajebi-6055	48	16	learning	learning	NOUN
ajebi-6055	48	17	and	and	CCONJ
ajebi-6055	48	18	ai	ai	VERB
ajebi-6055	48	19	in	in	ADP
ajebi-6055	48	20	esg	esg	PROPN
ajebi-6055	48	21	reporting	reporting	NOUN
ajebi-6055	48	22	,	,	PUNCT
ajebi-6055	48	23	it	it	PRON
ajebi-6055	48	24	has	have	AUX
ajebi-6055	48	25	contributed	contribute	VERB
ajebi-6055	48	26	to	to	ADP
ajebi-6055	48	27	the	the	DET
ajebi-6055	48	28	ability	ability	NOUN
ajebi-6055	48	29	to	to	PART
ajebi-6055	48	30	predict	predict	VERB
ajebi-6055	48	31	financial	financial	ADJ
ajebi-6055	48	32	performance	performance	NOUN
ajebi-6055	48	33	through	through	ADP
ajebi-6055	48	34	esg	esg	NOUN
ajebi-6055	48	35	metrics	metric	NOUN
ajebi-6055	48	36	.	.	PUNCT
ajebi-6055	49	1	it	it	PRON
ajebi-6055	49	2	further	far	ADV
ajebi-6055	49	3	stated	state	VERB
ajebi-6055	49	4	that	that	SCONJ
ajebi-6055	49	5	having	have	VERB
ajebi-6055	49	6	a	a	DET
ajebi-6055	49	7	high	high	ADJ
ajebi-6055	49	8	esg	esg	NOUN
ajebi-6055	49	9	rating	rating	NOUN
ajebi-6055	49	10	means	mean	VERB
ajebi-6055	49	11	that	that	SCONJ
ajebi-6055	49	12	the	the	DET
ajebi-6055	49	13	company	company	NOUN
ajebi-6055	49	14	is	be	AUX
ajebi-6055	49	15	not	not	PART
ajebi-6055	49	16	as	as	ADV
ajebi-6055	49	17	susceptible	susceptible	ADJ
ajebi-6055	49	18	to	to	ADP
ajebi-6055	49	19	financial	financial	ADJ
ajebi-6055	49	20	risks	risk	NOUN
ajebi-6055	49	21	associated	associate	VERB
ajebi-6055	49	22	with	with	ADP
ajebi-6055	49	23	fines	fine	NOUN
ajebi-6055	49	24	and	and	CCONJ
ajebi-6055	49	25	reputational	reputational	ADJ
ajebi-6055	49	26	damage	damage	NOUN
ajebi-6055	49	27	as	as	ADP
ajebi-6055	49	28	a	a	DET
ajebi-6055	49	29	company	company	NOUN
ajebi-6055	49	30	with	with	ADP
ajebi-6055	49	31	a	a	DET
ajebi-6055	49	32	poor	poor	ADJ
ajebi-6055	49	33	esg	esg	NOUN
ajebi-6055	49	34	score	score	NOUN
ajebi-6055	49	35	(	(	PUNCT
ajebi-6055	49	36	li	li	PROPN
ajebi-6055	49	37	et	et	PROPN
ajebi-6055	49	38	al	al	PROPN
ajebi-6055	49	39	.	.	PROPN
ajebi-6055	49	40	,	,	PUNCT
ajebi-6055	49	41	2024	2024	NUM
ajebi-6055	49	42	)	)	PUNCT
ajebi-6055	49	43	.	.	PUNCT
ajebi-6055	50	1	•	•	NUM
ajebi-6055	50	2	real	real	ADJ
ajebi-6055	50	3	-	-	PUNCT
ajebi-6055	50	4	time	time	NOUN
ajebi-6055	50	5	tracking	tracking	NOUN
ajebi-6055	50	6	:	:	PUNCT
ajebi-6055	50	7	the	the	DET
ajebi-6055	50	8	internet	internet	NOUN
ajebi-6055	50	9	of	of	ADP
ajebi-6055	50	10	things	thing	NOUN
ajebi-6055	50	11	will	will	AUX
ajebi-6055	50	12	enable	enable	VERB
ajebi-6055	50	13	real	real	ADJ
ajebi-6055	50	14	-	-	PUNCT
ajebi-6055	50	15	time	time	NOUN
ajebi-6055	50	16	,	,	PUNCT
ajebi-6055	50	17	dynamic	dynamic	ADJ
ajebi-6055	50	18	tracking	tracking	NOUN
ajebi-6055	50	19	of	of	ADP
ajebi-6055	50	20	environmental	environmental	ADJ
ajebi-6055	50	21	impact	impact	NOUN
ajebi-6055	50	22	that	that	PRON
ajebi-6055	50	23	will	will	AUX
ajebi-6055	50	24	comprise	comprise	VERB
ajebi-6055	50	25	both	both	DET
ajebi-6055	50	26	carbon	carbon	NOUN
ajebi-6055	50	27	emissions	emission	NOUN
ajebi-6055	50	28	and	and	CCONJ
ajebi-6055	50	29	water	water	NOUN
ajebi-6055	50	30	consumption	consumption	NOUN
ajebi-6055	50	31	.	.	PUNCT
ajebi-6055	51	1	these	these	DET
ajebi-6055	51	2	technologies	technology	NOUN
ajebi-6055	51	3	have	have	AUX
ajebi-6055	51	4	transformed	transform	VERB
ajebi-6055	51	5	esg	esg	NOUN
ajebi-6055	51	6	reporting	reporting	NOUN
ajebi-6055	51	7	into	into	ADP
ajebi-6055	51	8	dynamic	dynamic	ADJ
ajebi-6055	51	9	streams	stream	NOUN
ajebi-6055	51	10	of	of	ADP
ajebi-6055	51	11	data	datum	NOUN
ajebi-6055	51	12	rather	rather	ADV
ajebi-6055	51	13	than	than	ADP
ajebi-6055	51	14	the	the	DET
ajebi-6055	51	15	traditional	traditional	ADJ
ajebi-6055	51	16	annual	annual	ADJ
ajebi-6055	51	17	reports	report	NOUN
ajebi-6055	51	18	.	.	PUNCT
ajebi-6055	52	1	•	•	NUM
ajebi-6055	52	2	automation	automation	NOUN
ajebi-6055	52	3	and	and	CCONJ
ajebi-6055	52	4	reporting	reporting	NOUN
ajebi-6055	52	5	:	:	PUNCT
ajebi-6055	52	6	esg	esg	NOUN
ajebi-6055	52	7	reporting	reporting	NOUN
ajebi-6055	52	8	and	and	CCONJ
ajebi-6055	52	9	analysis	analysis	NOUN
ajebi-6055	52	10	can	can	AUX
ajebi-6055	52	11	be	be	AUX
ajebi-6055	52	12	automated	automate	VERB
ajebi-6055	52	13	using	use	VERB
ajebi-6055	52	14	the	the	DET
ajebi-6055	52	15	big	big	ADJ
ajebi-6055	52	16	data	datum	NOUN
ajebi-6055	52	17	technology	technology	NOUN
ajebi-6055	52	18	,	,	PUNCT
ajebi-6055	52	19	thereby	thereby	ADV
ajebi-6055	52	20	improving	improve	VERB
ajebi-6055	52	21	the	the	DET
ajebi-6055	52	22	efficiency	efficiency	NOUN
ajebi-6055	52	23	and	and	CCONJ
ajebi-6055	52	24	consistency	consistency	NOUN
ajebi-6055	52	25	of	of	ADP
ajebi-6055	52	26	the	the	DET
ajebi-6055	52	27	reporting	reporting	NOUN
ajebi-6055	52	28	and	and	CCONJ
ajebi-6055	52	29	analysis	analysis	NOUN
ajebi-6055	52	30	.	.	PUNCT
ajebi-6055	53	1	accessibility	accessibility	NOUN
ajebi-6055	53	2	to	to	ADP
ajebi-6055	53	3	information	information	NOUN
ajebi-6055	53	4	on	on	ADP
ajebi-6055	53	5	automated	automate	VERB
ajebi-6055	53	6	dashboards	dashboard	NOUN
ajebi-6055	53	7	and	and	CCONJ
ajebi-6055	53	8	reporting	report	VERB
ajebi-6055	53	9	systems	system	NOUN
ajebi-6055	53	10	in	in	ADP
ajebi-6055	53	11	real	real	ADJ
ajebi-6055	53	12	-	-	PUNCT
ajebi-6055	53	13	time	time	NOUN
ajebi-6055	53	14	has	have	AUX
ajebi-6055	53	15	promoted	promote	VERB
ajebi-6055	53	16	transparency	transparency	NOUN
ajebi-6055	53	17	.	.	PUNCT
ajebi-6055	54	1	new	new	ADJ
ajebi-6055	54	2	technology	technology	NOUN
ajebi-6055	54	3	in	in	ADP
ajebi-6055	54	4	the	the	DET
ajebi-6055	54	5	esg	esg	NOUN
ajebi-6055	54	6	reporting	report	VERB
ajebi-6055	54	7	•	•	NOUN
ajebi-6055	54	8	ai	ai	NOUN
ajebi-6055	54	9	and	and	CCONJ
ajebi-6055	54	10	machine	machine	NOUN
ajebi-6055	54	11	learning	learning	NOUN
ajebi-6055	54	12	:	:	PUNCT
ajebi-6055	54	13	although	although	SCONJ
ajebi-6055	54	14	ai	ai	NOUN
ajebi-6055	54	15	has	have	AUX
ajebi-6055	54	16	already	already	ADV
ajebi-6055	54	17	been	be	AUX
ajebi-6055	54	18	applied	apply	VERB
ajebi-6055	54	19	in	in	ADP
ajebi-6055	54	20	forecasting	forecast	VERB
ajebi-6055	54	21	esg	esg	NOUN
ajebi-6055	54	22	risks	risk	NOUN
ajebi-6055	54	23	,	,	PUNCT
ajebi-6055	54	24	there	there	PRON
ajebi-6055	54	25	is	be	VERB
ajebi-6055	54	26	increasing	increase	VERB
ajebi-6055	54	27	interest	interest	NOUN
ajebi-6055	54	28	in	in	ADP
ajebi-6055	54	29	explainable	explainable	ADJ
ajebi-6055	54	30	ai	ai	NOUN
ajebi-6055	54	31	(	(	PUNCT
ajebi-6055	54	32	xai	xai	PROPN
ajebi-6055	54	33	)	)	PUNCT
ajebi-6055	54	34	,	,	PUNCT
ajebi-6055	54	35	which	which	PRON
ajebi-6055	54	36	is	be	AUX
ajebi-6055	54	37	a	a	DET
ajebi-6055	54	38	form	form	NOUN
ajebi-6055	54	39	of	of	ADP
ajebi-6055	54	40	ai	ai	ADJ
ajebi-6055	54	41	transparency	transparency	NOUN
ajebi-6055	54	42	that	that	PRON
ajebi-6055	54	43	explains	explain	VERB
ajebi-6055	54	44	how	how	SCONJ
ajebi-6055	54	45	certain	certain	ADJ
ajebi-6055	54	46	algorithms	algorithms	NOUN
ajebi-6055	54	47	work	work	VERB
ajebi-6055	54	48	.	.	PUNCT
ajebi-6055	55	1	this	this	PRON
ajebi-6055	55	2	will	will	AUX
ajebi-6055	55	3	be	be	AUX
ajebi-6055	55	4	essential	essential	ADJ
ajebi-6055	55	5	in	in	ADP
ajebi-6055	55	6	preventing	prevent	VERB
ajebi-6055	55	7	bias	bias	NOUN
ajebi-6055	55	8	in	in	ADP
ajebi-6055	55	9	assessing	assess	VERB
ajebi-6055	55	10	esg	esg	PROPN
ajebi-6055	55	11	(	(	PUNCT
ajebi-6055	55	12	wei	wei	PROPN
ajebi-6055	55	13	&	&	CCONJ
ajebi-6055	55	14	zeng	zeng	PROPN
ajebi-6055	55	15	,	,	PUNCT
ajebi-6055	55	16	2025	2025	NUM
ajebi-6055	55	17	)	)	PUNCT
ajebi-6055	55	18	.	.	PUNCT
ajebi-6055	56	1	•	•	NUM
ajebi-6055	56	2	blockchain	blockchain	PROPN
ajebi-6055	56	3	:	:	PUNCT
ajebi-6055	56	4	blockchain	blockchain	PROPN
ajebi-6055	56	5	is	be	AUX
ajebi-6055	56	6	already	already	ADV
ajebi-6055	56	7	being	be	AUX
ajebi-6055	56	8	considered	consider	VERB
ajebi-6055	56	9	to	to	PART
ajebi-6055	56	10	protect	protect	VERB
ajebi-6055	56	11	esg	esg	PROPN
ajebi-6055	56	12	data	data	PROPN
ajebi-6055	56	13	,	,	PUNCT
ajebi-6055	56	14	which	which	PRON
ajebi-6055	56	15	is	be	AUX
ajebi-6055	56	16	in	in	ADP
ajebi-6055	56	17	essence	essence	NOUN
ajebi-6055	56	18	immutable	immutable	ADJ
ajebi-6055	56	19	.	.	PUNCT
ajebi-6055	57	1	it	it	PRON
ajebi-6055	57	2	applies	apply	VERB
ajebi-6055	57	3	particularly	particularly	ADV
ajebi-6055	57	4	to	to	ADP
ajebi-6055	57	5	any	any	DET
ajebi-6055	57	6	company	company	NOUN
ajebi-6055	57	7	which	which	PRON
ajebi-6055	57	8	is	be	AUX
ajebi-6055	57	9	involved	involve	VERB
ajebi-6055	57	10	in	in	ADP
ajebi-6055	57	11	a	a	DET
ajebi-6055	57	12	global	global	ADJ
ajebi-6055	57	13	supply	supply	NOUN
ajebi-6055	57	14	chain	chain	NOUN
ajebi-6055	57	15	,	,	PUNCT
ajebi-6055	57	16	in	in	ADP
ajebi-6055	57	17	which	which	PRON
ajebi-6055	57	18	it	it	PRON
ajebi-6055	57	19	may	may	AUX
ajebi-6055	57	20	be	be	AUX
ajebi-6055	57	21	quite	quite	ADV
ajebi-6055	57	22	difficult	difficult	ADJ
ajebi-6055	57	23	to	to	PART
ajebi-6055	57	24	prove	prove	VERB
ajebi-6055	57	25	or	or	CCONJ
ajebi-6055	57	26	disprove	disprove	VERB
ajebi-6055	57	27	the	the	DET
ajebi-6055	57	28	morality	morality	NOUN
ajebi-6055	57	29	of	of	ADP
ajebi-6055	57	30	sourcing	sourcing	NOUN
ajebi-6055	57	31	(	(	PUNCT
ajebi-6055	57	32	zhao	zhao	NOUN
ajebi-6055	57	33	,	,	PUNCT
ajebi-6055	57	34	2024	2024	NUM
ajebi-6055	57	35	)	)	PUNCT
ajebi-6055	57	36	.	.	PUNCT
ajebi-6055	58	1	•	•	NUM
ajebi-6055	58	2	iot	iot	NOUN
ajebi-6055	58	3	and	and	CCONJ
ajebi-6055	58	4	environmental	environmental	ADJ
ajebi-6055	58	5	monitoring	monitoring	NOUN
ajebi-6055	58	6	:	:	PUNCT
ajebi-6055	58	7	iot	iot	PROPN
ajebi-6055	58	8	technologies	technology	NOUN
ajebi-6055	58	9	are	be	AUX
ajebi-6055	58	10	also	also	ADV
ajebi-6055	58	11	finding	find	VERB
ajebi-6055	58	12	application	application	NOUN
ajebi-6055	58	13	in	in	ADP
ajebi-6055	58	14	real	real	ADJ
ajebi-6055	58	15	-	-	PUNCT
ajebi-6055	58	16	time	time	NOUN
ajebi-6055	58	17	monitoring	monitoring	NOUN
ajebi-6055	58	18	of	of	ADP
ajebi-6055	58	19	environmental	environmental	ADJ
ajebi-6055	58	20	factors	factor	NOUN
ajebi-6055	58	21	such	such	ADJ
ajebi-6055	58	22	as	as	ADP
ajebi-6055	58	23	air	air	NOUN
ajebi-6055	58	24	quality	quality	NOUN
ajebi-6055	58	25	and	and	CCONJ
ajebi-6055	58	26	energy	energy	NOUN
ajebi-6055	58	27	use	use	NOUN
ajebi-6055	58	28	.	.	PUNCT
ajebi-6055	59	1	this	this	DET
ajebi-6055	59	2	technology	technology	NOUN
ajebi-6055	59	3	is	be	AUX
ajebi-6055	59	4	needed	need	VERB
ajebi-6055	59	5	to	to	PART
ajebi-6055	59	6	help	help	VERB
ajebi-6055	59	7	companies	company	NOUN
ajebi-6055	59	8	trace	trace	VERB
ajebi-6055	59	9	the	the	DET
ajebi-6055	59	10	impact	impact	NOUN
ajebi-6055	59	11	they	they	PRON
ajebi-6055	59	12	make	make	VERB
ajebi-6055	59	13	on	on	ADP
ajebi-6055	59	14	the	the	DET
ajebi-6055	59	15	environment	environment	NOUN
ajebi-6055	59	16	and	and	CCONJ
ajebi-6055	59	17	correct	correct	VERB
ajebi-6055	59	18	it	it	PRON
ajebi-6055	59	19	in	in	ADP
ajebi-6055	59	20	real	real	ADJ
ajebi-6055	59	21	-	-	PUNCT
ajebi-6055	59	22	time	time	NOUN
ajebi-6055	59	23	(	(	PUNCT
ajebi-6055	59	24	omirali	omirali	PROPN
ajebi-6055	59	25	&	&	CCONJ
ajebi-6055	59	26	akylzhanova	akylzhanova	VERB
ajebi-6055	59	27	,	,	PUNCT
ajebi-6055	59	28	2024	2024	NUM
ajebi-6055	59	29	)	)	PUNCT
ajebi-6055	59	30	.	.	PUNCT
ajebi-6055	60	1	research	research	NOUN
ajebi-6055	60	2	gaps	gap	NOUN
ajebi-6055	60	3	minimized	minimize	VERB
ajebi-6055	60	4	attention	attention	NOUN
ajebi-6055	60	5	to	to	ADP
ajebi-6055	60	6	smes	sme	NOUN
ajebi-6055	60	7	in	in	ADP
ajebi-6055	60	8	the	the	DET
ajebi-6055	60	9	esg	esg	NOUN
ajebi-6055	60	10	reporting	report	VERB
ajebi-6055	60	11	•	•	NUM
ajebi-6055	60	12	gap	gap	NOUN
ajebi-6055	60	13	identified	identify	VERB
ajebi-6055	60	14	:	:	PUNCT
ajebi-6055	60	15	the	the	DET
ajebi-6055	60	16	majority	majority	NOUN
ajebi-6055	60	17	of	of	ADP
ajebi-6055	60	18	literature	literature	NOUN
ajebi-6055	60	19	addresses	address	VERB
ajebi-6055	60	20	large	large	ADJ
ajebi-6055	60	21	companies	company	NOUN
ajebi-6055	60	22	,	,	PUNCT
ajebi-6055	60	23	and	and	CCONJ
ajebi-6055	60	24	little	little	ADJ
ajebi-6055	60	25	attention	attention	NOUN
ajebi-6055	60	26	is	be	AUX
ajebi-6055	60	27	paid	pay	VERB
ajebi-6055	60	28	to	to	AUX
ajebi-6055	60	29	small	small	ADJ
ajebi-6055	60	30	and	and	CCONJ
ajebi-6055	60	31	pa	pa	PROPN
ajebi-6055	60	32	ge	ge	PROPN
ajebi-6055	60	33	12	12	NUM
ajebi-6055	60	34	7	7	NUM
ajebi-6055	60	35	https://journals.e-palli.com/home/index.php/ajebi	https://journals.e-palli.com/home/index.php/ajebi	NUM
ajebi-6055	60	36	am	am	NOUN
ajebi-6055	60	37	.	.	PUNCT
ajebi-6055	61	1	j.	j.	PROPN
ajebi-6055	61	2	econ	econ	PROPN
ajebi-6055	61	3	.	.	PUNCT
ajebi-6055	61	4	bus	bus	PROPN
ajebi-6055	61	5	.	.	PUNCT
ajebi-6055	62	1	innov	innov	PROPN
ajebi-6055	62	2	.	.	PUNCT
ajebi-6055	63	1	4(3	4(3	NUM
ajebi-6055	63	2	)	)	PUNCT
ajebi-6055	63	3	125	125	NUM
ajebi-6055	63	4	-	-	SYM
ajebi-6055	63	5	133	133	NUM
ajebi-6055	63	6	,	,	PUNCT
ajebi-6055	63	7	2025	2025	NUM
ajebi-6055	63	8	medium	medium	ADJ
ajebi-6055	63	9	-	-	PUNCT
ajebi-6055	63	10	sized	sized	ADJ
ajebi-6055	63	11	enterprises	enterprise	NOUN
ajebi-6055	63	12	(	(	PUNCT
ajebi-6055	63	13	smes	sme	NOUN
ajebi-6055	63	14	)	)	PUNCT
ajebi-6055	63	15	,	,	PUNCT
ajebi-6055	63	16	which	which	PRON
ajebi-6055	63	17	have	have	VERB
ajebi-6055	63	18	other	other	ADJ
ajebi-6055	63	19	issues	issue	NOUN
ajebi-6055	63	20	related	relate	VERB
ajebi-6055	63	21	to	to	ADP
ajebi-6055	63	22	the	the	DET
ajebi-6055	63	23	adoption	adoption	NOUN
ajebi-6055	63	24	of	of	ADP
ajebi-6055	63	25	big	big	ADJ
ajebi-6055	63	26	data	datum	NOUN
ajebi-6055	63	27	to	to	ADP
ajebi-6055	63	28	esg	esg	PROPN
ajebi-6055	63	29	reporting	reporting	NOUN
ajebi-6055	63	30	.	.	PUNCT
ajebi-6055	64	1	•	•	NUM
ajebi-6055	64	2	solution	solution	NOUN
ajebi-6055	64	3	:	:	PUNCT
ajebi-6055	64	4	it	it	PRON
ajebi-6055	64	5	should	should	AUX
ajebi-6055	64	6	conduct	conduct	VERB
ajebi-6055	64	7	research	research	NOUN
ajebi-6055	64	8	on	on	ADP
ajebi-6055	64	9	how	how	SCONJ
ajebi-6055	64	10	to	to	PART
ajebi-6055	64	11	come	come	VERB
ajebi-6055	64	12	up	up	ADP
ajebi-6055	64	13	with	with	ADP
ajebi-6055	64	14	low	low	ADJ
ajebi-6055	64	15	-	-	PUNCT
ajebi-6055	64	16	cost	cost	NOUN
ajebi-6055	64	17	big	big	ADJ
ajebi-6055	64	18	data	datum	NOUN
ajebi-6055	64	19	solutions	solution	NOUN
ajebi-6055	64	20	specific	specific	ADJ
ajebi-6055	64	21	to	to	ADP
ajebi-6055	64	22	smes	sme	NOUN
ajebi-6055	64	23	,	,	PUNCT
ajebi-6055	64	24	especially	especially	ADV
ajebi-6055	64	25	those	those	PRON
ajebi-6055	64	26	in	in	ADP
ajebi-6055	64	27	developing	develop	VERB
ajebi-6055	64	28	economies	economy	NOUN
ajebi-6055	64	29	.	.	PUNCT
ajebi-6055	65	1	this	this	PRON
ajebi-6055	65	2	can	can	AUX
ajebi-6055	65	3	be	be	AUX
ajebi-6055	65	4	cloud	cloud	ADJ
ajebi-6055	65	5	services	service	NOUN
ajebi-6055	65	6	or	or	CCONJ
ajebi-6055	65	7	open	open	ADJ
ajebi-6055	65	8	source	source	NOUN
ajebi-6055	65	9	software	software	NOUN
ajebi-6055	65	10	that	that	PRON
ajebi-6055	65	11	is	be	AUX
ajebi-6055	65	12	affordable	affordable	ADJ
ajebi-6055	65	13	to	to	PART
ajebi-6055	65	14	enable	enable	VERB
ajebi-6055	65	15	smes	sme	NOUN
ajebi-6055	65	16	to	to	PART
ajebi-6055	65	17	monitor	monitor	VERB
ajebi-6055	65	18	and	and	CCONJ
ajebi-6055	65	19	report	report	VERB
ajebi-6055	65	20	on	on	ADP
ajebi-6055	65	21	esg	esg	PROPN
ajebi-6055	65	22	.	.	PROPN
ajebi-6055	66	1	•	•	NUM
ajebi-6055	66	2	sample	sample	NOUN
ajebi-6055	66	3	solution	solution	NOUN
ajebi-6055	66	4	:	:	PUNCT
ajebi-6055	66	5	multi	multi	ADJ
ajebi-6055	66	6	-	-	ADJ
ajebi-6055	66	7	stakeholder	stakeholder	ADJ
ajebi-6055	66	8	programs	program	NOUN
ajebi-6055	66	9	that	that	PRON
ajebi-6055	66	10	collect	collect	VERB
ajebi-6055	66	11	esg	esg	NOUN
ajebi-6055	66	12	information	information	NOUN
ajebi-6055	66	13	on	on	ADP
ajebi-6055	66	14	several	several	ADJ
ajebi-6055	66	15	smes	sme	NOUN
ajebi-6055	66	16	within	within	ADP
ajebi-6055	66	17	one	one	NUM
ajebi-6055	66	18	area	area	NOUN
ajebi-6055	66	19	may	may	AUX
ajebi-6055	66	20	be	be	AUX
ajebi-6055	66	21	used	use	VERB
ajebi-6055	66	22	to	to	PART
ajebi-6055	66	23	reduce	reduce	VERB
ajebi-6055	66	24	the	the	DET
ajebi-6055	66	25	cost	cost	NOUN
ajebi-6055	66	26	of	of	ADP
ajebi-6055	66	27	individual	individual	ADJ
ajebi-6055	66	28	reporting	reporting	NOUN
ajebi-6055	66	29	and	and	CCONJ
ajebi-6055	66	30	enhance	enhance	VERB
ajebi-6055	66	31	comparability	comparability	NOUN
ajebi-6055	66	32	across	across	ADP
ajebi-6055	66	33	companies	company	NOUN
ajebi-6055	66	34	.	.	PUNCT
ajebi-6055	67	1	absence	absence	NOUN
ajebi-6055	67	2	of	of	ADP
ajebi-6055	67	3	international	international	ADJ
ajebi-6055	67	4	comparability	comparability	NOUN
ajebi-6055	67	5	•	•	NOUN
ajebi-6055	67	6	gap	gap	NOUN
ajebi-6055	67	7	identified	identify	VERB
ajebi-6055	67	8	:	:	PUNCT
ajebi-6055	67	9	esg	esg	PROPN
ajebi-6055	67	10	information	information	NOUN
ajebi-6055	67	11	can	can	AUX
ajebi-6055	67	12	not	not	PART
ajebi-6055	67	13	be	be	AUX
ajebi-6055	67	14	compared	compare	VERB
ajebi-6055	67	15	internationally	internationally	ADV
ajebi-6055	67	16	,	,	PUNCT
ajebi-6055	67	17	especially	especially	ADV
ajebi-6055	67	18	between	between	ADP
ajebi-6055	67	19	regions	region	NOUN
ajebi-6055	67	20	that	that	PRON
ajebi-6055	67	21	do	do	AUX
ajebi-6055	67	22	not	not	PART
ajebi-6055	67	23	have	have	VERB
ajebi-6055	67	24	the	the	DET
ajebi-6055	67	25	same	same	ADJ
ajebi-6055	67	26	regulatory	regulatory	ADJ
ajebi-6055	67	27	framework	framework	NOUN
ajebi-6055	67	28	(	(	PUNCT
ajebi-6055	67	29	e.g.	e.g.	ADV
ajebi-6055	67	30	,	,	PUNCT
ajebi-6055	67	31	europe	europe	PROPN
ajebi-6055	67	32	and	and	CCONJ
ajebi-6055	67	33	africa	africa	PROPN
ajebi-6055	67	34	)	)	PUNCT
ajebi-6055	67	35	.	.	PUNCT
ajebi-6055	68	1	•	•	NUM
ajebi-6055	68	2	conclusion	conclusion	NOUN
ajebi-6055	68	3	:	:	PUNCT
ajebi-6055	68	4	it	it	PRON
ajebi-6055	68	5	is	be	AUX
ajebi-6055	68	6	recommended	recommend	VERB
ajebi-6055	68	7	that	that	SCONJ
ajebi-6055	68	8	the	the	DET
ajebi-6055	68	9	current	current	ADJ
ajebi-6055	68	10	researchers	researcher	NOUN
ajebi-6055	68	11	conduct	conduct	VERB
ajebi-6055	68	12	research	research	NOUN
ajebi-6055	68	13	on	on	ADP
ajebi-6055	68	14	how	how	SCONJ
ajebi-6055	68	15	to	to	PART
ajebi-6055	68	16	incorporate	incorporate	VERB
ajebi-6055	68	17	the	the	DET
ajebi-6055	68	18	global	global	ADJ
ajebi-6055	68	19	esg	esg	PROPN
ajebi-6055	68	20	standards	standard	NOUN
ajebi-6055	68	21	into	into	ADP
ajebi-6055	68	22	the	the	DET
ajebi-6055	68	23	local	local	ADJ
ajebi-6055	68	24	regulations	regulation	NOUN
ajebi-6055	68	25	.	.	PUNCT
ajebi-6055	69	1	this	this	PRON
ajebi-6055	69	2	may	may	AUX
ajebi-6055	69	3	be	be	AUX
ajebi-6055	69	4	done	do	VERB
ajebi-6055	69	5	through	through	ADP
ajebi-6055	69	6	big	big	ADJ
ajebi-6055	69	7	data	datum	NOUN
ajebi-6055	69	8	to	to	PART
ajebi-6055	69	9	develop	develop	VERB
ajebi-6055	69	10	an	an	DET
ajebi-6055	69	11	interactive	interactive	ADJ
ajebi-6055	69	12	global	global	ADJ
ajebi-6055	69	13	esg	esg	PROPN
ajebi-6055	69	14	database	database	NOUN
ajebi-6055	69	15	where	where	SCONJ
ajebi-6055	69	16	cross	cross	ADJ
ajebi-6055	69	17	-	-	ADJ
ajebi-6055	69	18	region	region	ADJ
ajebi-6055	69	19	comparisons	comparison	NOUN
ajebi-6055	69	20	can	can	AUX
ajebi-6055	69	21	be	be	AUX
ajebi-6055	69	22	made	make	VERB
ajebi-6055	69	23	.	.	PUNCT
ajebi-6055	70	1	•	•	NUM
ajebi-6055	70	2	example	example	NOUN
ajebi-6055	70	3	solution	solution	NOUN
ajebi-6055	70	4	:	:	PUNCT
ajebi-6055	70	5	integrate	integrate	VERB
ajebi-6055	70	6	esg	esg	PROPN
ajebi-6055	70	7	data	datum	NOUN
ajebi-6055	70	8	by	by	ADP
ajebi-6055	70	9	setting	set	VERB
ajebi-6055	70	10	international	international	ADJ
ajebi-6055	70	11	standards	standard	NOUN
ajebi-6055	70	12	on	on	ADP
ajebi-6055	70	13	esg	esg	PROPN
ajebi-6055	70	14	reporting	reporting	NOUN
ajebi-6055	70	15	and	and	CCONJ
ajebi-6055	70	16	standardizing	standardize	VERB
ajebi-6055	70	17	globally	globally	ADV
ajebi-6055	70	18	how	how	SCONJ
ajebi-6055	70	19	data	datum	NOUN
ajebi-6055	70	20	is	be	AUX
ajebi-6055	70	21	collected	collect	VERB
ajebi-6055	70	22	,	,	PUNCT
ajebi-6055	70	23	analyzed	analyze	VERB
ajebi-6055	70	24	,	,	PUNCT
ajebi-6055	70	25	and	and	CCONJ
ajebi-6055	70	26	reported	report	VERB
ajebi-6055	70	27	through	through	ADP
ajebi-6055	70	28	ai	ai	ADJ
ajebi-6055	70	29	-	-	PUNCT
ajebi-6055	70	30	driven	drive	VERB
ajebi-6055	70	31	tools	tool	NOUN
ajebi-6055	70	32	.	.	PUNCT
ajebi-6055	71	1	excessive	excessive	ADJ
ajebi-6055	71	2	focus	focus	NOUN
ajebi-6055	71	3	on	on	ADP
ajebi-6055	71	4	environmental	environmental	ADJ
ajebi-6055	71	5	data	datum	NOUN
ajebi-6055	71	6	•	•	NOUN
ajebi-6055	71	7	gap	gap	NOUN
ajebi-6055	71	8	identified	identify	VERB
ajebi-6055	71	9	:	:	PUNCT
ajebi-6055	71	10	most	most	ADJ
ajebi-6055	71	11	studies	study	NOUN
ajebi-6055	71	12	have	have	AUX
ajebi-6055	71	13	concentrated	concentrate	VERB
ajebi-6055	71	14	on	on	ADP
ajebi-6055	71	15	the	the	DET
ajebi-6055	71	16	environmental	environmental	ADJ
ajebi-6055	71	17	elements	element	NOUN
ajebi-6055	71	18	of	of	ADP
ajebi-6055	71	19	the	the	DET
ajebi-6055	71	20	esg	esg	NOUN
ajebi-6055	71	21	(	(	PUNCT
ajebi-6055	71	22	e.g.	e.g.	ADV
ajebi-6055	71	23	carbon	carbon	NOUN
ajebi-6055	71	24	emissions	emission	NOUN
ajebi-6055	71	25	,	,	PUNCT
ajebi-6055	71	26	energy	energy	NOUN
ajebi-6055	71	27	consumption	consumption	NOUN
ajebi-6055	71	28	)	)	PUNCT
ajebi-6055	71	29	and	and	CCONJ
ajebi-6055	71	30	little	little	ADJ
ajebi-6055	71	31	has	have	AUX
ajebi-6055	71	32	been	be	AUX
ajebi-6055	71	33	done	do	VERB
ajebi-6055	71	34	regarding	regard	VERB
ajebi-6055	71	35	the	the	DET
ajebi-6055	71	36	social	social	ADJ
ajebi-6055	71	37	and	and	CCONJ
ajebi-6055	71	38	governance	governance	NOUN
ajebi-6055	71	39	elements	element	NOUN
ajebi-6055	71	40	.	.	PUNCT
ajebi-6055	72	1	•	•	NUM
ajebi-6055	72	2	solution	solution	NOUN
ajebi-6055	72	3	:	:	PUNCT
ajebi-6055	72	4	a	a	DET
ajebi-6055	72	5	more	more	ADV
ajebi-6055	72	6	balanced	balanced	ADJ
ajebi-6055	72	7	approach	approach	NOUN
ajebi-6055	72	8	to	to	ADP
ajebi-6055	72	9	esg	esg	PROPN
ajebi-6055	72	10	reporting	reporting	NOUN
ajebi-6055	72	11	that	that	PRON
ajebi-6055	72	12	incorporates	incorporate	VERB
ajebi-6055	72	13	social	social	ADJ
ajebi-6055	72	14	(	(	PUNCT
ajebi-6055	72	15	e.g.	e.g.	ADV
ajebi-6055	72	16	,	,	PUNCT
ajebi-6055	72	17	labor	labor	NOUN
ajebi-6055	72	18	rights	right	NOUN
ajebi-6055	72	19	,	,	PUNCT
ajebi-6055	72	20	community	community	NOUN
ajebi-6055	72	21	impacts	impact	NOUN
ajebi-6055	72	22	)	)	PUNCT
ajebi-6055	72	23	and	and	CCONJ
ajebi-6055	72	24	governance	governance	NOUN
ajebi-6055	72	25	(	(	PUNCT
ajebi-6055	72	26	e.g.	e.g.	ADV
ajebi-6055	72	27	,	,	PUNCT
ajebi-6055	72	28	corruption	corruption	NOUN
ajebi-6055	72	29	,	,	PUNCT
ajebi-6055	72	30	board	board	NOUN
ajebi-6055	72	31	diversity	diversity	NOUN
ajebi-6055	72	32	)	)	PUNCT
ajebi-6055	72	33	elements	element	NOUN
ajebi-6055	72	34	should	should	AUX
ajebi-6055	72	35	be	be	AUX
ajebi-6055	72	36	incorporated	incorporate	VERB
ajebi-6055	72	37	into	into	ADP
ajebi-6055	72	38	the	the	DET
ajebi-6055	72	39	literature	literature	NOUN
ajebi-6055	72	40	.	.	PUNCT
ajebi-6055	73	1	these	these	DET
ajebi-6055	73	2	aspects	aspect	NOUN
ajebi-6055	73	3	can	can	AUX
ajebi-6055	73	4	be	be	AUX
ajebi-6055	73	5	tracked	track	VERB
ajebi-6055	73	6	in	in	ADP
ajebi-6055	73	7	real	real	ADJ
ajebi-6055	73	8	-	-	PUNCT
ajebi-6055	73	9	time	time	NOUN
ajebi-6055	73	10	with	with	ADP
ajebi-6055	73	11	the	the	DET
ajebi-6055	73	12	help	help	NOUN
ajebi-6055	73	13	of	of	ADP
ajebi-6055	73	14	big	big	ADJ
ajebi-6055	73	15	data	datum	NOUN
ajebi-6055	73	16	tools	tool	NOUN
ajebi-6055	73	17	like	like	ADP
ajebi-6055	73	18	social	social	ADJ
ajebi-6055	73	19	media	medium	NOUN
ajebi-6055	73	20	sentiment	sentiment	NOUN
ajebi-6055	73	21	analysis	analysis	NOUN
ajebi-6055	73	22	and	and	CCONJ
ajebi-6055	73	23	ai	ai	NOUN
ajebi-6055	73	24	-	-	PUNCT
ajebi-6055	73	25	driven	drive	VERB
ajebi-6055	73	26	governance	governance	NOUN
ajebi-6055	73	27	tools	tool	NOUN
ajebi-6055	73	28	.	.	PUNCT
ajebi-6055	74	1	•	•	NUM
ajebi-6055	74	2	example	example	NOUN
ajebi-6055	74	3	solution	solution	NOUN
ajebi-6055	74	4	:	:	PUNCT
ajebi-6055	74	5	monitor	monitor	VERB
ajebi-6055	74	6	employee	employee	NOUN
ajebi-6055	74	7	satisfaction	satisfaction	NOUN
ajebi-6055	74	8	,	,	PUNCT
ajebi-6055	74	9	diversity	diversity	NOUN
ajebi-6055	74	10	,	,	PUNCT
ajebi-6055	74	11	or	or	CCONJ
ajebi-6055	74	12	the	the	DET
ajebi-6055	74	13	opinion	opinion	NOUN
ajebi-6055	74	14	of	of	ADP
ajebi-6055	74	15	the	the	DET
ajebi-6055	74	16	public	public	NOUN
ajebi-6055	74	17	about	about	ADP
ajebi-6055	74	18	a	a	DET
ajebi-6055	74	19	governance	governance	NOUN
ajebi-6055	74	20	issue	issue	NOUN
ajebi-6055	74	21	using	use	VERB
ajebi-6055	74	22	social	social	ADJ
ajebi-6055	74	23	media	medium	NOUN
ajebi-6055	74	24	analytics	analytic	NOUN
ajebi-6055	74	25	.	.	PUNCT
ajebi-6055	75	1	poorly	poorly	ADV
ajebi-6055	75	2	integrated	integrate	VERB
ajebi-6055	75	3	qualitative	qualitative	ADJ
ajebi-6055	75	4	data	datum	NOUN
ajebi-6055	75	5	•	•	NOUN
ajebi-6055	75	6	gap	gap	NOUN
ajebi-6055	75	7	identified	identify	VERB
ajebi-6055	75	8	:	:	PUNCT
ajebi-6055	75	9	big	big	ADJ
ajebi-6055	75	10	data	datum	NOUN
ajebi-6055	75	11	tools	tool	NOUN
ajebi-6055	75	12	are	be	AUX
ajebi-6055	75	13	good	good	ADJ
ajebi-6055	75	14	at	at	ADP
ajebi-6055	75	15	quantitative	quantitative	ADJ
ajebi-6055	75	16	processing	processing	NOUN
ajebi-6055	75	17	data	datum	NOUN
ajebi-6055	75	18	but	but	CCONJ
ajebi-6055	75	19	not	not	PART
ajebi-6055	75	20	qualitative	qualitative	ADJ
ajebi-6055	75	21	esg	esg	PROPN
ajebi-6055	75	22	variables	variable	NOUN
ajebi-6055	75	23	,	,	PUNCT
ajebi-6055	75	24	such	such	ADJ
ajebi-6055	75	25	as	as	ADP
ajebi-6055	75	26	corporate	corporate	ADJ
ajebi-6055	75	27	culture	culture	NOUN
ajebi-6055	75	28	and	and	CCONJ
ajebi-6055	75	29	ethical	ethical	ADJ
ajebi-6055	75	30	leadership	leadership	NOUN
ajebi-6055	75	31	.	.	PUNCT
ajebi-6055	76	1	•	•	NUM
ajebi-6055	76	2	solution	solution	NOUN
ajebi-6055	76	3	:	:	PUNCT
ajebi-6055	76	4	future	future	ADJ
ajebi-6055	76	5	studies	study	NOUN
ajebi-6055	76	6	are	be	AUX
ajebi-6055	76	7	needed	need	VERB
ajebi-6055	76	8	to	to	PART
ajebi-6055	76	9	understand	understand	VERB
ajebi-6055	76	10	how	how	SCONJ
ajebi-6055	76	11	to	to	PART
ajebi-6055	76	12	combine	combine	VERB
ajebi-6055	76	13	qualitative	qualitative	ADJ
ajebi-6055	76	14	data	datum	NOUN
ajebi-6055	76	15	with	with	ADP
ajebi-6055	76	16	quantitative	quantitative	ADJ
ajebi-6055	76	17	esg	esg	NOUN
ajebi-6055	76	18	measures	measure	NOUN
ajebi-6055	76	19	.	.	PUNCT
ajebi-6055	77	1	qualitative	qualitative	ADJ
ajebi-6055	77	2	esg	esg	PROPN
ajebi-6055	77	3	aspects	aspect	NOUN
ajebi-6055	77	4	can	can	AUX
ajebi-6055	77	5	offer	offer	VERB
ajebi-6055	77	6	more	more	ADJ
ajebi-6055	77	7	information	information	NOUN
ajebi-6055	77	8	with	with	ADP
ajebi-6055	77	9	methods	method	NOUN
ajebi-6055	77	10	such	such	ADJ
ajebi-6055	77	11	as	as	ADP
ajebi-6055	77	12	sentiment	sentiment	NOUN
ajebi-6055	77	13	analysis	analysis	NOUN
ajebi-6055	77	14	on	on	ADP
ajebi-6055	77	15	social	social	ADJ
ajebi-6055	77	16	media	medium	NOUN
ajebi-6055	77	17	and	and	CCONJ
ajebi-6055	77	18	employee	employee	NOUN
ajebi-6055	77	19	surveys	survey	NOUN
ajebi-6055	77	20	.	.	PUNCT
ajebi-6055	78	1	•	•	NUM
ajebi-6055	78	2	example	example	NOUN
ajebi-6055	78	3	solution	solution	NOUN
ajebi-6055	78	4	:	:	PUNCT
ajebi-6055	78	5	train	train	VERB
ajebi-6055	78	6	an	an	DET
ajebi-6055	78	7	artificial	artificial	ADJ
ajebi-6055	78	8	intelligence	intelligence	NOUN
ajebi-6055	78	9	model	model	NOUN
ajebi-6055	78	10	that	that	PRON
ajebi-6055	78	11	converts	convert	VERB
ajebi-6055	78	12	qualitative	qualitative	ADJ
ajebi-6055	78	13	data	datum	NOUN
ajebi-6055	78	14	(	(	PUNCT
ajebi-6055	78	15	e.g.	e.g.	ADV
ajebi-6055	78	16	,	,	PUNCT
ajebi-6055	78	17	news	news	NOUN
ajebi-6055	78	18	articles	article	NOUN
ajebi-6055	78	19	,	,	PUNCT
ajebi-6055	78	20	interviews	interview	NOUN
ajebi-6055	78	21	,	,	PUNCT
ajebi-6055	78	22	social	social	ADJ
ajebi-6055	78	23	media	medium	NOUN
ajebi-6055	78	24	posts	post	NOUN
ajebi-6055	78	25	)	)	PUNCT
ajebi-6055	78	26	into	into	ADP
ajebi-6055	78	27	a	a	DET
ajebi-6055	78	28	single	single	ADJ
ajebi-6055	78	29	quantitative	quantitative	ADJ
ajebi-6055	78	30	esg	esg	PROPN
ajebi-6055	78	31	metric	metric	NOUN
ajebi-6055	78	32	and	and	CCONJ
ajebi-6055	78	33	uses	use	VERB
ajebi-6055	78	34	it	it	PRON
ajebi-6055	78	35	in	in	ADP
ajebi-6055	78	36	conjunction	conjunction	NOUN
ajebi-6055	78	37	with	with	ADP
ajebi-6055	78	38	quantitative	quantitative	ADJ
ajebi-6055	78	39	data	datum	NOUN
ajebi-6055	78	40	to	to	PART
ajebi-6055	78	41	create	create	VERB
ajebi-6055	78	42	a	a	DET
ajebi-6055	78	43	more	more	ADV
ajebi-6055	78	44	detailed	detailed	ADJ
ajebi-6055	78	45	assessment	assessment	NOUN
ajebi-6055	78	46	of	of	ADP
ajebi-6055	78	47	esg	esg	PROPN
ajebi-6055	78	48	.	.	PUNCT
ajebi-6055	79	1	dearth	dearth	NOUN
ajebi-6055	79	2	of	of	ADP
ajebi-6055	79	3	longitudinal	longitudinal	ADJ
ajebi-6055	79	4	esg	esg	PROPN
ajebi-6055	79	5	studies	study	NOUN
ajebi-6055	79	6	•	•	NOUN
ajebi-6055	79	7	gap	gap	NOUN
ajebi-6055	79	8	identified	identify	VERB
ajebi-6055	79	9	:	:	PUNCT
ajebi-6055	79	10	most	most	ADJ
ajebi-6055	79	11	of	of	ADP
ajebi-6055	79	12	the	the	DET
ajebi-6055	79	13	studies	study	NOUN
ajebi-6055	79	14	are	be	AUX
ajebi-6055	79	15	done	do	VERB
ajebi-6055	79	16	on	on	ADP
ajebi-6055	79	17	a	a	DET
ajebi-6055	79	18	short	short	ADJ
ajebi-6055	79	19	-	-	PUNCT
ajebi-6055	79	20	term	term	NOUN
ajebi-6055	79	21	basis	basis	NOUN
ajebi-6055	79	22	and	and	CCONJ
ajebi-6055	79	23	no	no	DET
ajebi-6055	79	24	research	research	NOUN
ajebi-6055	79	25	has	have	AUX
ajebi-6055	79	26	been	be	AUX
ajebi-6055	79	27	done	do	VERB
ajebi-6055	79	28	on	on	ADP
ajebi-6055	79	29	the	the	DET
ajebi-6055	79	30	long	long	ADJ
ajebi-6055	79	31	-	-	PUNCT
ajebi-6055	79	32	term	term	NOUN
ajebi-6055	79	33	implications	implication	NOUN
ajebi-6055	79	34	of	of	ADP
ajebi-6055	79	35	esg	esg	PROPN
ajebi-6055	79	36	reporting	report	VERB
ajebi-6055	79	37	on	on	ADP
ajebi-6055	79	38	financial	financial	ADJ
ajebi-6055	79	39	performance	performance	NOUN
ajebi-6055	79	40	.	.	PUNCT
ajebi-6055	80	1	•	•	NUM
ajebi-6055	80	2	solution	solution	NOUN
ajebi-6055	80	3	:	:	PUNCT
ajebi-6055	80	4	longitudinal	longitudinal	ADJ
ajebi-6055	80	5	studies	study	NOUN
ajebi-6055	80	6	that	that	PRON
ajebi-6055	80	7	monitor	monitor	VERB
ajebi-6055	80	8	the	the	DET
ajebi-6055	80	9	effectiveness	effectiveness	NOUN
ajebi-6055	80	10	of	of	ADP
ajebi-6055	80	11	esg	esg	PROPN
ajebi-6055	80	12	practices	practice	NOUN
ajebi-6055	80	13	in	in	ADP
ajebi-6055	80	14	a	a	DET
ajebi-6055	80	15	few	few	ADJ
ajebi-6055	80	16	years	year	NOUN
ajebi-6055	80	17	should	should	AUX
ajebi-6055	80	18	be	be	AUX
ajebi-6055	80	19	incorporated	incorporate	VERB
ajebi-6055	80	20	in	in	ADP
ajebi-6055	80	21	future	future	ADJ
ajebi-6055	80	22	research	research	NOUN
ajebi-6055	80	23	.	.	PUNCT
ajebi-6055	81	1	this	this	PRON
ajebi-6055	81	2	would	would	AUX
ajebi-6055	81	3	shed	shed	VERB
ajebi-6055	81	4	light	light	NOUN
ajebi-6055	81	5	on	on	ADP
ajebi-6055	81	6	whether	whether	SCONJ
ajebi-6055	81	7	long	long	ADJ
ajebi-6055	81	8	-	-	PUNCT
ajebi-6055	81	9	term	term	NOUN
ajebi-6055	81	10	financial	financial	ADJ
ajebi-6055	81	11	gains	gain	NOUN
ajebi-6055	81	12	or	or	CCONJ
ajebi-6055	81	13	risk	risk	NOUN
ajebi-6055	81	14	reduction	reduction	NOUN
ajebi-6055	81	15	would	would	AUX
ajebi-6055	81	16	be	be	AUX
ajebi-6055	81	17	achieved	achieve	VERB
ajebi-6055	81	18	in	in	ADP
ajebi-6055	81	19	esg	esg	NOUN
ajebi-6055	81	20	reporting	report	VERB
ajebi-6055	81	21	by	by	ADP
ajebi-6055	81	22	using	use	VERB
ajebi-6055	81	23	big	big	ADJ
ajebi-6055	81	24	data	datum	NOUN
ajebi-6055	81	25	.	.	PUNCT
ajebi-6055	82	1	•	•	NUM
ajebi-6055	82	2	example	example	NOUN
ajebi-6055	82	3	solution	solution	NOUN
ajebi-6055	82	4	:	:	PUNCT
ajebi-6055	82	5	there	there	PRON
ajebi-6055	82	6	is	be	VERB
ajebi-6055	82	7	a	a	DET
ajebi-6055	82	8	need	need	NOUN
ajebi-6055	82	9	to	to	PART
ajebi-6055	82	10	conduct	conduct	VERB
ajebi-6055	82	11	long	long	ADJ
ajebi-6055	82	12	-	-	PUNCT
ajebi-6055	82	13	term	term	NOUN
ajebi-6055	82	14	studies	study	NOUN
ajebi-6055	82	15	that	that	PRON
ajebi-6055	82	16	would	would	AUX
ajebi-6055	82	17	compare	compare	VERB
ajebi-6055	82	18	the	the	DET
ajebi-6055	82	19	financial	financial	ADJ
ajebi-6055	82	20	performance	performance	NOUN
ajebi-6055	82	21	of	of	ADP
ajebi-6055	82	22	the	the	DET
ajebi-6055	82	23	companies	company	NOUN
ajebi-6055	82	24	that	that	PRON
ajebi-6055	82	25	have	have	AUX
ajebi-6055	82	26	already	already	ADV
ajebi-6055	82	27	implemented	implement	VERB
ajebi-6055	82	28	big	big	ADJ
ajebi-6055	82	29	datadriven	datadriven	ADJ
ajebi-6055	82	30	esg	esg	NOUN
ajebi-6055	82	31	practices	practice	NOUN
ajebi-6055	82	32	and	and	CCONJ
ajebi-6055	82	33	the	the	DET
ajebi-6055	82	34	ones	one	NOUN
ajebi-6055	82	35	that	that	PRON
ajebi-6055	82	36	have	have	VERB
ajebi-6055	82	37	not	not	PART
ajebi-6055	82	38	.	.	PUNCT
ajebi-6055	83	1	summary	summary	NOUN
ajebi-6055	83	2	of	of	ADP
ajebi-6055	83	3	polished	polished	ADJ
ajebi-6055	83	4	literature	literature	NOUN
ajebi-6055	83	5	search	search	NOUN
ajebi-6055	83	6	and	and	CCONJ
ajebi-6055	83	7	research	research	NOUN
ajebi-6055	83	8	holes	hole	NOUN
ajebi-6055	83	9	edited	edit	VERB
ajebi-6055	83	10	literature	literature	PROPN
ajebi-6055	83	11	review	review	PROPN
ajebi-6055	83	12	literature	literature	NOUN
ajebi-6055	83	13	discusses	discuss	VERB
ajebi-6055	83	14	the	the	DET
ajebi-6055	83	15	esg	esg	NOUN
ajebi-6055	83	16	reporting	report	VERB
ajebi-6055	83	17	status	status	NOUN
ajebi-6055	83	18	quo	quo	NOUN
ajebi-6055	83	19	,	,	PUNCT
ajebi-6055	83	20	the	the	DET
ajebi-6055	83	21	utility	utility	NOUN
ajebi-6055	83	22	of	of	ADP
ajebi-6055	83	23	big	big	ADJ
ajebi-6055	83	24	data	datum	NOUN
ajebi-6055	83	25	technologies	technology	NOUN
ajebi-6055	83	26	,	,	PUNCT
ajebi-6055	83	27	and	and	CCONJ
ajebi-6055	83	28	challenges	challenge	NOUN
ajebi-6055	83	29	related	relate	VERB
ajebi-6055	83	30	to	to	ADP
ajebi-6055	83	31	the	the	DET
ajebi-6055	83	32	implementation	implementation	NOUN
ajebi-6055	83	33	of	of	ADP
ajebi-6055	83	34	esg	esg	PROPN
ajebi-6055	83	35	reporting	reporting	NOUN
ajebi-6055	83	36	.	.	PUNCT
ajebi-6055	84	1	addressing	address	VERB
ajebi-6055	84	2	research	research	NOUN
ajebi-6055	84	3	gaps	gap	NOUN
ajebi-6055	84	4	•	•	ADP
ajebi-6055	84	5	target	target	NOUN
ajebi-6055	84	6	small	small	ADJ
ajebi-6055	84	7	businesses	business	NOUN
ajebi-6055	84	8	by	by	ADP
ajebi-6055	84	9	offering	offer	VERB
ajebi-6055	84	10	low	low	ADJ
ajebi-6055	84	11	cost	cost	NOUN
ajebi-6055	84	12	big	big	ADJ
ajebi-6055	84	13	data	datum	NOUN
ajebi-6055	84	14	services	service	NOUN
ajebi-6055	84	15	.	.	PUNCT
ajebi-6055	85	1	•	•	NUM
ajebi-6055	85	2	solve	solve	VERB
ajebi-6055	85	3	the	the	DET
ajebi-6055	85	4	problem	problem	NOUN
ajebi-6055	85	5	of	of	ADP
ajebi-6055	85	6	unequal	unequal	ADJ
ajebi-6055	85	7	esg	esg	PROPN
ajebi-6055	85	8	data	datum	NOUN
ajebi-6055	85	9	between	between	ADP
ajebi-6055	85	10	regions.strike	regions.strike	PROPN
ajebi-6055	85	11	a	a	DET
ajebi-6055	85	12	balance	balance	NOUN
ajebi-6055	85	13	between	between	ADP
ajebi-6055	85	14	environmental	environmental	ADJ
ajebi-6055	85	15	information	information	NOUN
ajebi-6055	85	16	and	and	CCONJ
ajebi-6055	85	17	social	social	ADJ
ajebi-6055	85	18	and	and	CCONJ
ajebi-6055	85	19	governance	governance	NOUN
ajebi-6055	85	20	issues	issue	NOUN
ajebi-6055	85	21	.	.	PUNCT
ajebi-6055	86	1	•	•	NUM
ajebi-6055	86	2	combine	combine	VERB
ajebi-6055	86	3	qualitative	qualitative	ADJ
ajebi-6055	86	4	and	and	CCONJ
ajebi-6055	86	5	quantitative	quantitative	ADJ
ajebi-6055	86	6	esg	esg	PROPN
ajebi-6055	86	7	information	information	NOUN
ajebi-6055	86	8	.	.	PUNCT
ajebi-6055	87	1	•	•	NUM
ajebi-6055	87	2	introduce	introduce	VERB
ajebi-6055	87	3	longitudinal	longitudinal	ADJ
ajebi-6055	87	4	studies	study	NOUN
ajebi-6055	87	5	of	of	ADP
ajebi-6055	87	6	the	the	DET
ajebi-6055	87	7	long	long	ADJ
ajebi-6055	87	8	-	-	PUNCT
ajebi-6055	87	9	term	term	NOUN
ajebi-6055	87	10	impact	impact	NOUN
ajebi-6055	87	11	of	of	ADP
ajebi-6055	87	12	big	big	ADJ
ajebi-6055	87	13	data	datum	NOUN
ajebi-6055	87	14	on	on	ADP
ajebi-6055	87	15	esg	esg	PROPN
ajebi-6055	87	16	.	.	PUNCT
ajebi-6055	88	1	challenges	challenge	NOUN
ajebi-6055	88	2	in	in	ADP
ajebi-6055	88	3	big	big	ADJ
ajebi-6055	88	4	data	data	NOUN
ajebi-6055	88	5	-	-	PUNCT
ajebi-6055	88	6	driven	drive	VERB
ajebi-6055	88	7	esg	esg	NOUN
ajebi-6055	88	8	reporting	reporting	NOUN
ajebi-6055	88	9	although	although	SCONJ
ajebi-6055	88	10	there	there	PRON
ajebi-6055	88	11	are	be	VERB
ajebi-6055	88	12	evident	evident	ADJ
ajebi-6055	88	13	benefits	benefit	NOUN
ajebi-6055	88	14	to	to	ADP
ajebi-6055	88	15	the	the	DET
ajebi-6055	88	16	adoption	adoption	NOUN
ajebi-6055	88	17	of	of	ADP
ajebi-6055	88	18	big	big	ADJ
ajebi-6055	88	19	data	datum	NOUN
ajebi-6055	88	20	in	in	ADP
ajebi-6055	88	21	esg	esg	PROPN
ajebi-6055	88	22	reporting	reporting	NOUN
ajebi-6055	88	23	,	,	PUNCT
ajebi-6055	88	24	there	there	PRON
ajebi-6055	88	25	are	be	VERB
ajebi-6055	88	26	a	a	DET
ajebi-6055	88	27	number	number	NOUN
ajebi-6055	88	28	of	of	ADP
ajebi-6055	88	29	challenges	challenge	NOUN
ajebi-6055	88	30	that	that	PRON
ajebi-6055	88	31	prevent	prevent	VERB
ajebi-6055	88	32	its	its	PRON
ajebi-6055	88	33	successful	successful	ADJ
ajebi-6055	88	34	application	application	NOUN
ajebi-6055	88	35	.	.	PUNCT
ajebi-6055	89	1	such	such	ADJ
ajebi-6055	89	2	challenges	challenge	NOUN
ajebi-6055	89	3	are	be	AUX
ajebi-6055	89	4	both	both	CCONJ
ajebi-6055	89	5	organizational	organizational	ADJ
ajebi-6055	89	6	and	and	CCONJ
ajebi-6055	89	7	technical	technical	ADJ
ajebi-6055	89	8	,	,	PUNCT
ajebi-6055	89	9	as	as	SCONJ
ajebi-6055	89	10	it	it	PRON
ajebi-6055	89	11	is	be	AUX
ajebi-6055	89	12	rather	rather	ADV
ajebi-6055	89	13	complicated	complicated	ADJ
ajebi-6055	89	14	to	to	PART
ajebi-6055	89	15	align	align	VERB
ajebi-6055	89	16	the	the	DET
ajebi-6055	89	17	goals	goal	NOUN
ajebi-6055	89	18	of	of	ADP
ajebi-6055	89	19	sustainability	sustainability	NOUN
ajebi-6055	89	20	with	with	ADP
ajebi-6055	89	21	sophisticated	sophisticated	ADJ
ajebi-6055	89	22	data	datum	NOUN
ajebi-6055	89	23	analytics	analytic	NOUN
ajebi-6055	89	24	.	.	PUNCT
ajebi-6055	90	1	data	datum	NOUN
ajebi-6055	90	2	quality	quality	NOUN
ajebi-6055	90	3	and	and	CCONJ
ajebi-6055	90	4	reliability	reliability	NOUN
ajebi-6055	90	5	accuracy	accuracy	NOUN
ajebi-6055	90	6	,	,	PUNCT
ajebi-6055	90	7	consistency	consistency	NOUN
ajebi-6055	90	8	,	,	PUNCT
ajebi-6055	90	9	and	and	CCONJ
ajebi-6055	90	10	comparability	comparability	NOUN
ajebi-6055	90	11	of	of	ADP
ajebi-6055	90	12	esg	esg	PROPN
ajebi-6055	90	13	data	datum	NOUN
ajebi-6055	90	14	are	be	AUX
ajebi-6055	90	15	one	one	NUM
ajebi-6055	90	16	of	of	ADP
ajebi-6055	90	17	the	the	DET
ajebi-6055	90	18	most	most	ADV
ajebi-6055	90	19	important	important	ADJ
ajebi-6055	90	20	challenges	challenge	NOUN
ajebi-6055	90	21	.	.	PUNCT
ajebi-6055	91	1	unlike	unlike	ADP
ajebi-6055	91	2	standard	standard	ADJ
ajebi-6055	91	3	financial	financial	ADJ
ajebi-6055	91	4	data	datum	NOUN
ajebi-6055	91	5	,	,	PUNCT
ajebi-6055	91	6	esg	esg	PROPN
ajebi-6055	91	7	indicators	indicator	NOUN
ajebi-6055	91	8	are	be	AUX
ajebi-6055	91	9	typically	typically	ADV
ajebi-6055	91	10	disparate	disparate	ADJ
ajebi-6055	91	11	,	,	PUNCT
ajebi-6055	91	12	unstandardised	unstandardised	ADJ
ajebi-6055	91	13	and	and	CCONJ
ajebi-6055	91	14	are	be	AUX
ajebi-6055	91	15	sourced	source	VERB
ajebi-6055	91	16	across	across	ADP
ajebi-6055	91	17	a	a	DET
ajebi-6055	91	18	wide	wide	ADJ
ajebi-6055	91	19	range	range	NOUN
ajebi-6055	91	20	of	of	ADP
ajebi-6055	91	21	different	different	ADJ
ajebi-6055	91	22	sources	source	NOUN
ajebi-6055	91	23	including	include	VERB
ajebi-6055	91	24	social	social	ADJ
ajebi-6055	91	25	media	medium	NOUN
ajebi-6055	91	26	,	,	PUNCT
ajebi-6055	91	27	supplier	supplier	NOUN
ajebi-6055	91	28	reports	report	NOUN
ajebi-6055	91	29	and	and	CCONJ
ajebi-6055	91	30	regulatory	regulatory	ADJ
ajebi-6055	91	31	reporting	reporting	NOUN
ajebi-6055	91	32	.	.	PUNCT
ajebi-6055	92	1	the	the	DET
ajebi-6055	92	2	heterogeneity	heterogeneity	NOUN
ajebi-6055	92	3	complicates	complicate	VERB
ajebi-6055	92	4	the	the	DET
ajebi-6055	92	5	creation	creation	NOUN
ajebi-6055	92	6	of	of	ADP
ajebi-6055	92	7	a	a	DET
ajebi-6055	92	8	common	common	ADJ
ajebi-6055	92	9	structure	structure	NOUN
ajebi-6055	92	10	of	of	ADP
ajebi-6055	92	11	analysis	analysis	NOUN
ajebi-6055	92	12	.	.	PUNCT
ajebi-6055	93	1	lowquality	lowquality	NOUN
ajebi-6055	93	2	data	datum	NOUN
ajebi-6055	93	3	may	may	AUX
ajebi-6055	93	4	result	result	VERB
ajebi-6055	93	5	in	in	ADP
ajebi-6055	93	6	biased	biased	ADJ
ajebi-6055	93	7	interpretation	interpretation	NOUN
ajebi-6055	93	8	and	and	CCONJ
ajebi-6055	93	9	reduce	reduce	VERB
ajebi-6055	93	10	the	the	DET
ajebi-6055	93	11	trust	trust	NOUN
ajebi-6055	93	12	of	of	ADP
ajebi-6055	93	13	stakeholders	stakeholder	NOUN
ajebi-6055	93	14	in	in	ADP
ajebi-6055	93	15	esg	esg	PROPN
ajebi-6055	93	16	reports	report	NOUN
ajebi-6055	93	17	.	.	PUNCT
ajebi-6055	94	1	lack	lack	NOUN
ajebi-6055	94	2	of	of	ADP
ajebi-6055	94	3	standardization	standardization	NOUN
ajebi-6055	94	4	despite	despite	SCONJ
ajebi-6055	94	5	guidelines	guideline	NOUN
ajebi-6055	94	6	that	that	PRON
ajebi-6055	94	7	are	be	AUX
ajebi-6055	94	8	offered	offer	VERB
ajebi-6055	94	9	by	by	ADP
ajebi-6055	94	10	esg	esg	NOUN
ajebi-6055	94	11	frameworks	framework	NOUN
ajebi-6055	94	12	like	like	ADP
ajebi-6055	94	13	the	the	DET
ajebi-6055	94	14	global	global	ADJ
ajebi-6055	94	15	reporting	reporting	NOUN
ajebi-6055	94	16	initiative	initiative	NOUN
ajebi-6055	94	17	(	(	PUNCT
ajebi-6055	94	18	gri	gri	PROPN
ajebi-6055	94	19	)	)	PUNCT
ajebi-6055	94	20	,	,	PUNCT
ajebi-6055	94	21	the	the	DET
ajebi-6055	94	22	sustainability	sustainability	NOUN
ajebi-6055	94	23	accounting	accounting	NOUN
ajebi-6055	94	24	standards	standard	NOUN
ajebi-6055	94	25	board	board	NOUN
ajebi-6055	94	26	(	(	PUNCT
ajebi-6055	94	27	sasb	sasb	NOUN
ajebi-6055	94	28	)	)	PUNCT
ajebi-6055	94	29	and	and	CCONJ
ajebi-6055	94	30	the	the	DET
ajebi-6055	94	31	task	task	NOUN
ajebi-6055	94	32	force	force	NOUN
ajebi-6055	94	33	on	on	ADP
ajebi-6055	94	34	climate	climate	NOUN
ajebi-6055	94	35	-	-	PUNCT
ajebi-6055	94	36	related	relate	VERB
ajebi-6055	94	37	financial	financial	ADJ
ajebi-6055	94	38	disclosures	disclosure	NOUN
ajebi-6055	94	39	(	(	PUNCT
ajebi-6055	94	40	tcfd	tcfd	NOUN
ajebi-6055	94	41	)	)	PUNCT
ajebi-6055	94	42	,	,	PUNCT
ajebi-6055	94	43	pa	pa	PROPN
ajebi-6055	94	44	ge	ge	PROPN
ajebi-6055	94	45	12	12	NUM
ajebi-6055	94	46	8	8	NUM
ajebi-6055	94	47	https://journals.e-palli.com/home/index.php/ajebi	https://journals.e-palli.com/home/index.php/ajebi	NUM
ajebi-6055	94	48	am	am	NOUN
ajebi-6055	94	49	.	.	PUNCT
ajebi-6055	95	1	j.	j.	PROPN
ajebi-6055	95	2	econ	econ	PROPN
ajebi-6055	95	3	.	.	PUNCT
ajebi-6055	95	4	bus	bus	PROPN
ajebi-6055	95	5	.	.	PUNCT
ajebi-6055	96	1	innov	innov	PROPN
ajebi-6055	96	2	.	.	PUNCT
ajebi-6055	97	1	4(3	4(3	NUM
ajebi-6055	97	2	)	)	PUNCT
ajebi-6055	97	3	125	125	NUM
ajebi-6055	97	4	-	-	SYM
ajebi-6055	97	5	133	133	NUM
ajebi-6055	97	6	,	,	PUNCT
ajebi-6055	97	7	2025	2025	NUM
ajebi-6055	97	8	there	there	PRON
ajebi-6055	97	9	is	be	VERB
ajebi-6055	97	10	no	no	DET
ajebi-6055	97	11	universal	universal	ADJ
ajebi-6055	97	12	standard	standard	NOUN
ajebi-6055	97	13	.	.	PUNCT
ajebi-6055	98	1	various	various	ADJ
ajebi-6055	98	2	rating	rating	NOUN
ajebi-6055	98	3	agencies	agency	NOUN
ajebi-6055	98	4	and	and	CCONJ
ajebi-6055	98	5	analytics	analytic	NOUN
ajebi-6055	98	6	providers	provider	NOUN
ajebi-6055	98	7	have	have	VERB
ajebi-6055	98	8	a	a	DET
ajebi-6055	98	9	dissimilar	dissimilar	ADJ
ajebi-6055	98	10	methodology	methodology	NOUN
ajebi-6055	98	11	and	and	CCONJ
ajebi-6055	98	12	this	this	PRON
ajebi-6055	98	13	may	may	AUX
ajebi-6055	98	14	lead	lead	VERB
ajebi-6055	98	15	to	to	ADP
ajebi-6055	98	16	different	different	ADJ
ajebi-6055	98	17	esg	esg	NOUN
ajebi-6055	98	18	scores	score	NOUN
ajebi-6055	98	19	of	of	ADP
ajebi-6055	98	20	the	the	DET
ajebi-6055	98	21	same	same	ADJ
ajebi-6055	98	22	company	company	NOUN
ajebi-6055	98	23	.	.	PUNCT
ajebi-6055	99	1	this	this	DET
ajebi-6055	99	2	disintegration	disintegration	NOUN
ajebi-6055	99	3	of	of	ADP
ajebi-6055	99	4	harmonization	harmonization	NOUN
ajebi-6055	99	5	makes	make	VERB
ajebi-6055	99	6	it	it	PRON
ajebi-6055	99	7	hard	hard	ADJ
ajebi-6055	99	8	to	to	PART
ajebi-6055	99	9	decide	decide	VERB
ajebi-6055	99	10	on	on	ADP
ajebi-6055	99	11	both	both	DET
ajebi-6055	99	12	firms	firm	NOUN
ajebi-6055	99	13	and	and	CCONJ
ajebi-6055	99	14	investors	investor	NOUN
ajebi-6055	99	15	.	.	PUNCT
ajebi-6055	100	1	high	high	ADJ
ajebi-6055	100	2	implementation	implementation	NOUN
ajebi-6055	100	3	costs	cost	VERB
ajebi-6055	100	4	big	big	ADJ
ajebi-6055	100	5	data	datum	NOUN
ajebi-6055	100	6	technologies	technology	NOUN
ajebi-6055	100	7	demand	demand	VERB
ajebi-6055	100	8	substantial	substantial	ADJ
ajebi-6055	100	9	investments	investment	NOUN
ajebi-6055	100	10	of	of	ADP
ajebi-6055	100	11	infrastructure	infrastructure	NOUN
ajebi-6055	100	12	,	,	PUNCT
ajebi-6055	100	13	software	software	NOUN
ajebi-6055	100	14	and	and	CCONJ
ajebi-6055	100	15	human	human	ADJ
ajebi-6055	100	16	resources	resource	NOUN
ajebi-6055	100	17	.	.	PUNCT
ajebi-6055	101	1	these	these	DET
ajebi-6055	101	2	costs	cost	NOUN
ajebi-6055	101	3	would	would	AUX
ajebi-6055	101	4	be	be	AUX
ajebi-6055	101	5	acceptable	acceptable	ADJ
ajebi-6055	101	6	in	in	ADP
ajebi-6055	101	7	the	the	DET
ajebi-6055	101	8	case	case	NOUN
ajebi-6055	101	9	of	of	ADP
ajebi-6055	101	10	large	large	ADJ
ajebi-6055	101	11	corporations	corporation	NOUN
ajebi-6055	101	12	,	,	PUNCT
ajebi-6055	101	13	whereas	whereas	SCONJ
ajebi-6055	101	14	in	in	ADP
ajebi-6055	101	15	small	small	ADJ
ajebi-6055	101	16	and	and	CCONJ
ajebi-6055	101	17	medium	medium	ADJ
ajebi-6055	101	18	-	-	PUNCT
ajebi-6055	101	19	sized	sized	ADJ
ajebi-6055	101	20	enterprises	enterprise	NOUN
ajebi-6055	101	21	(	(	PUNCT
ajebi-6055	101	22	smes	sme	NOUN
ajebi-6055	101	23	)	)	PUNCT
ajebi-6055	101	24	,	,	PUNCT
ajebi-6055	101	25	they	they	PRON
ajebi-6055	101	26	represent	represent	VERB
ajebi-6055	101	27	a	a	DET
ajebi-6055	101	28	significant	significant	ADJ
ajebi-6055	101	29	obstacle	obstacle	NOUN
ajebi-6055	101	30	due	due	ADP
ajebi-6055	101	31	to	to	ADP
ajebi-6055	101	32	financial	financial	ADJ
ajebi-6055	101	33	implications	implication	NOUN
ajebi-6055	101	34	.	.	PUNCT
ajebi-6055	102	1	the	the	DET
ajebi-6055	102	2	entry	entry	NOUN
ajebi-6055	102	3	barrier	barrier	NOUN
ajebi-6055	102	4	may	may	AUX
ajebi-6055	102	5	increase	increase	VERB
ajebi-6055	102	6	inequalities	inequality	NOUN
ajebi-6055	102	7	,	,	PUNCT
ajebi-6055	102	8	because	because	SCONJ
ajebi-6055	102	9	smaller	small	ADJ
ajebi-6055	102	10	companies	company	NOUN
ajebi-6055	102	11	might	might	AUX
ajebi-6055	102	12	not	not	PART
ajebi-6055	102	13	be	be	AUX
ajebi-6055	102	14	able	able	ADJ
ajebi-6055	102	15	to	to	PART
ajebi-6055	102	16	pass	pass	VERB
ajebi-6055	102	17	reporting	reporting	NOUN
ajebi-6055	102	18	requirements	requirement	NOUN
ajebi-6055	102	19	,	,	PUNCT
ajebi-6055	102	20	or	or	CCONJ
ajebi-6055	102	21	appeal	appeal	VERB
ajebi-6055	102	22	to	to	ADP
ajebi-6055	102	23	investors	investor	NOUN
ajebi-6055	102	24	with	with	ADP
ajebi-6055	102	25	a	a	DET
ajebi-6055	102	26	desire	desire	NOUN
ajebi-6055	102	27	to	to	PART
ajebi-6055	102	28	invest	invest	VERB
ajebi-6055	102	29	in	in	ADP
ajebi-6055	102	30	a	a	DET
ajebi-6055	102	31	more	more	ADV
ajebi-6055	102	32	sustainable	sustainable	ADJ
ajebi-6055	102	33	company	company	NOUN
ajebi-6055	102	34	.	.	PUNCT
ajebi-6055	103	1	data	data	PROPN
ajebi-6055	103	2	privacy	privacy	NOUN
ajebi-6055	103	3	and	and	CCONJ
ajebi-6055	103	4	ethical	ethical	ADJ
ajebi-6055	103	5	concerns	concern	NOUN
ajebi-6055	103	6	big	big	ADJ
ajebi-6055	103	7	data	datum	NOUN
ajebi-6055	103	8	analytics	analytic	NOUN
ajebi-6055	103	9	applied	apply	VERB
ajebi-6055	103	10	to	to	ADP
ajebi-6055	103	11	esg	esg	NOUN
ajebi-6055	103	12	reporting	reporting	NOUN
ajebi-6055	103	13	create	create	VERB
ajebi-6055	103	14	problems	problem	NOUN
ajebi-6055	103	15	of	of	ADP
ajebi-6055	103	16	privacy	privacy	NOUN
ajebi-6055	103	17	and	and	CCONJ
ajebi-6055	103	18	ethics	ethic	NOUN
ajebi-6055	103	19	.	.	PUNCT
ajebi-6055	104	1	in	in	ADP
ajebi-6055	104	2	this	this	DET
ajebi-6055	104	3	instance	instance	NOUN
ajebi-6055	104	4	,	,	PUNCT
ajebi-6055	104	5	the	the	DET
ajebi-6055	104	6	sentiment	sentiment	NOUN
ajebi-6055	104	7	analysis	analysis	NOUN
ajebi-6055	104	8	of	of	ADP
ajebi-6055	104	9	social	social	ADJ
ajebi-6055	104	10	media	medium	NOUN
ajebi-6055	104	11	in	in	ADP
ajebi-6055	104	12	order	order	NOUN
ajebi-6055	104	13	to	to	PART
ajebi-6055	104	14	assess	assess	VERB
ajebi-6055	104	15	the	the	DET
ajebi-6055	104	16	popular	popular	ADJ
ajebi-6055	104	17	opinion	opinion	NOUN
ajebi-6055	104	18	about	about	ADP
ajebi-6055	104	19	a	a	DET
ajebi-6055	104	20	company	company	NOUN
ajebi-6055	104	21	can	can	AUX
ajebi-6055	104	22	be	be	AUX
ajebi-6055	104	23	handled	handle	VERB
ajebi-6055	104	24	with	with	ADP
ajebi-6055	104	25	sensitive	sensitive	ADJ
ajebi-6055	104	26	personal	personal	ADJ
ajebi-6055	104	27	information	information	NOUN
ajebi-6055	104	28	.	.	PUNCT
ajebi-6055	105	1	failure	failure	NOUN
ajebi-6055	105	2	to	to	PART
ajebi-6055	105	3	adhere	adhere	VERB
ajebi-6055	105	4	to	to	ADP
ajebi-6055	105	5	the	the	DET
ajebi-6055	105	6	laws	law	NOUN
ajebi-6055	105	7	of	of	ADP
ajebi-6055	105	8	data	datum	NOUN
ajebi-6055	105	9	protection	protection	NOUN
ajebi-6055	105	10	can	can	AUX
ajebi-6055	105	11	cost	cost	VERB
ajebi-6055	105	12	firms	firm	NOUN
ajebi-6055	105	13	fines	fine	NOUN
ajebi-6055	105	14	and	and	CCONJ
ajebi-6055	105	15	reputation	reputation	NOUN
ajebi-6055	105	16	.	.	PUNCT
ajebi-6055	106	1	besides	besides	SCONJ
ajebi-6055	106	2	,	,	PUNCT
ajebi-6055	106	3	overdependence	overdependence	NOUN
ajebi-6055	106	4	on	on	ADP
ajebi-6055	106	5	algorithms	algorithm	NOUN
ajebi-6055	106	6	can	can	AUX
ajebi-6055	106	7	form	form	VERB
ajebi-6055	106	8	prejudices	prejudice	NOUN
ajebi-6055	106	9	,	,	PUNCT
ajebi-6055	106	10	continuing	continue	VERB
ajebi-6055	106	11	the	the	DET
ajebi-6055	106	12	unfair	unfair	ADJ
ajebi-6055	106	13	or	or	CCONJ
ajebi-6055	106	14	discriminatory	discriminatory	ADJ
ajebi-6055	106	15	results	result	NOUN
ajebi-6055	106	16	.	.	PUNCT
ajebi-6055	107	1	complexity	complexity	NOUN
ajebi-6055	107	2	of	of	ADP
ajebi-6055	107	3	esg	esg	PROPN
ajebi-6055	107	4	dimensions	dimension	NOUN
ajebi-6055	107	5	esg	esg	PROPN
ajebi-6055	107	6	is	be	AUX
ajebi-6055	107	7	a	a	DET
ajebi-6055	107	8	complex	complex	ADJ
ajebi-6055	107	9	and	and	CCONJ
ajebi-6055	107	10	contextual	contextual	ADJ
ajebi-6055	107	11	area	area	NOUN
ajebi-6055	107	12	that	that	PRON
ajebi-6055	107	13	involves	involve	VERB
ajebi-6055	107	14	diverse	diverse	ADJ
ajebi-6055	107	15	topics	topic	NOUN
ajebi-6055	107	16	of	of	ADP
ajebi-6055	107	17	environmental	environmental	ADJ
ajebi-6055	107	18	,	,	PUNCT
ajebi-6055	107	19	social	social	ADJ
ajebi-6055	107	20	and	and	CCONJ
ajebi-6055	107	21	governance	governance	NOUN
ajebi-6055	107	22	issues	issue	NOUN
ajebi-6055	107	23	.	.	PUNCT
ajebi-6055	108	1	on	on	ADP
ajebi-6055	108	2	the	the	DET
ajebi-6055	108	3	one	one	NUM
ajebi-6055	108	4	hand	hand	NOUN
ajebi-6055	108	5	,	,	PUNCT
ajebi-6055	108	6	big	big	ADJ
ajebi-6055	108	7	data	data	NOUN
ajebi-6055	108	8	is	be	AUX
ajebi-6055	108	9	a	a	DET
ajebi-6055	108	10	good	good	ADJ
ajebi-6055	108	11	tool	tool	NOUN
ajebi-6055	108	12	to	to	PART
ajebi-6055	108	13	achieve	achieve	VERB
ajebi-6055	108	14	measurable	measurable	ADJ
ajebi-6055	108	15	indicators	indicator	NOUN
ajebi-6055	108	16	(	(	PUNCT
ajebi-6055	108	17	e.g.	e.g.	ADV
ajebi-6055	108	18	,	,	PUNCT
ajebi-6055	108	19	carbon	carbon	NOUN
ajebi-6055	108	20	emissions	emission	NOUN
ajebi-6055	108	21	)	)	PUNCT
ajebi-6055	108	22	,	,	PUNCT
ajebi-6055	108	23	whereas	whereas	SCONJ
ajebi-6055	108	24	on	on	ADP
ajebi-6055	108	25	the	the	DET
ajebi-6055	108	26	other	other	ADJ
ajebi-6055	108	27	hand	hand	NOUN
ajebi-6055	108	28	,	,	PUNCT
ajebi-6055	108	29	it	it	PRON
ajebi-6055	108	30	fails	fail	VERB
ajebi-6055	108	31	to	to	PART
ajebi-6055	108	32	be	be	AUX
ajebi-6055	108	33	qualitative	qualitative	VERB
ajebi-6055	108	34	,	,	PUNCT
ajebi-6055	108	35	i.e.	i.e.	X
ajebi-6055	108	36	corporate	corporate	ADJ
ajebi-6055	108	37	culture	culture	NOUN
ajebi-6055	108	38	,	,	PUNCT
ajebi-6055	108	39	ethical	ethical	ADJ
ajebi-6055	108	40	leadership	leadership	NOUN
ajebi-6055	108	41	,	,	PUNCT
ajebi-6055	108	42	or	or	CCONJ
ajebi-6055	108	43	community	community	NOUN
ajebi-6055	108	44	relations	relation	NOUN
ajebi-6055	108	45	.	.	PUNCT
ajebi-6055	109	1	the	the	DET
ajebi-6055	109	2	over	over	NOUN
ajebi-6055	109	3	-	-	PUNCT
ajebi-6055	109	4	use	use	NOUN
ajebi-6055	109	5	of	of	ADP
ajebi-6055	109	6	measurable	measurable	ADJ
ajebi-6055	109	7	indicators	indicator	NOUN
ajebi-6055	109	8	can	can	AUX
ajebi-6055	109	9	simplify	simplify	VERB
ajebi-6055	109	10	the	the	DET
ajebi-6055	109	11	esg	esg	NOUN
ajebi-6055	109	12	performance	performance	NOUN
ajebi-6055	109	13	,	,	PUNCT
ajebi-6055	109	14	neglecting	neglect	VERB
ajebi-6055	109	15	important	important	ADJ
ajebi-6055	109	16	intangible	intangible	ADJ
ajebi-6055	109	17	aspects	aspect	NOUN
ajebi-6055	109	18	.	.	PUNCT
ajebi-6055	110	1	skills	skill	NOUN
ajebi-6055	110	2	gap	gap	NOUN
ajebi-6055	110	3	another	another	DET
ajebi-6055	110	4	barrier	barrier	NOUN
ajebi-6055	110	5	is	be	AUX
ajebi-6055	110	6	a	a	DET
ajebi-6055	110	7	lack	lack	NOUN
ajebi-6055	110	8	of	of	ADP
ajebi-6055	110	9	professionals	professional	NOUN
ajebi-6055	110	10	who	who	PRON
ajebi-6055	110	11	have	have	VERB
ajebi-6055	110	12	a	a	DET
ajebi-6055	110	13	background	background	NOUN
ajebi-6055	110	14	in	in	ADP
ajebi-6055	110	15	sustainability	sustainability	NOUN
ajebi-6055	110	16	and	and	CCONJ
ajebi-6055	110	17	data	datum	NOUN
ajebi-6055	110	18	science	science	NOUN
ajebi-6055	110	19	.	.	PUNCT
ajebi-6055	111	1	good	good	ADJ
ajebi-6055	111	2	big	big	ADJ
ajebi-6055	111	3	data	data	NOUN
ajebi-6055	111	4	-	-	PUNCT
ajebi-6055	111	5	driven	drive	VERB
ajebi-6055	111	6	esg	esg	NOUN
ajebi-6055	111	7	reporting	reporting	NOUN
ajebi-6055	111	8	needs	need	VERB
ajebi-6055	111	9	interdisciplinary	interdisciplinary	ADJ
ajebi-6055	111	10	expertise	expertise	NOUN
ajebi-6055	111	11	,	,	PUNCT
ajebi-6055	111	12	comprised	comprise	VERB
ajebi-6055	111	13	of	of	ADP
ajebi-6055	111	14	financial	financial	ADJ
ajebi-6055	111	15	analysis	analysis	NOUN
ajebi-6055	111	16	,	,	PUNCT
ajebi-6055	111	17	environmental	environmental	ADJ
ajebi-6055	111	18	science	science	NOUN
ajebi-6055	111	19	,	,	PUNCT
ajebi-6055	111	20	and	and	CCONJ
ajebi-6055	111	21	sophisticated	sophisticated	ADJ
ajebi-6055	111	22	analytics	analytic	NOUN
ajebi-6055	111	23	.	.	PUNCT
ajebi-6055	112	1	such	such	ADJ
ajebi-6055	112	2	hybrid	hybrid	ADJ
ajebi-6055	112	3	skill	skill	NOUN
ajebi-6055	112	4	sets	set	NOUN
ajebi-6055	112	5	prove	prove	VERB
ajebi-6055	112	6	to	to	PART
ajebi-6055	112	7	be	be	AUX
ajebi-6055	112	8	a	a	DET
ajebi-6055	112	9	challenge	challenge	NOUN
ajebi-6055	112	10	to	to	ADP
ajebi-6055	112	11	many	many	ADJ
ajebi-6055	112	12	organizations	organization	NOUN
ajebi-6055	112	13	in	in	ADP
ajebi-6055	112	14	terms	term	NOUN
ajebi-6055	112	15	of	of	ADP
ajebi-6055	112	16	hiring	hire	VERB
ajebi-6055	112	17	and	and	CCONJ
ajebi-6055	112	18	training	train	VERB
ajebi-6055	112	19	people	people	NOUN
ajebi-6055	112	20	.	.	PUNCT
ajebi-6055	113	1	risk	risk	NOUN
ajebi-6055	113	2	of	of	ADP
ajebi-6055	113	3	greenwashing	greenwashe	VERB
ajebi-6055	113	4	ironically	ironically	ADV
ajebi-6055	113	5	,	,	PUNCT
ajebi-6055	113	6	more	more	ADV
ajebi-6055	113	7	advanced	advanced	ADJ
ajebi-6055	113	8	versions	version	NOUN
ajebi-6055	113	9	of	of	ADP
ajebi-6055	113	10	greenwashing	greenwashing	NOUN
ajebi-6055	113	11	might	might	AUX
ajebi-6055	113	12	also	also	ADV
ajebi-6055	113	13	be	be	AUX
ajebi-6055	113	14	enabled	enable	VERB
ajebi-6055	113	15	by	by	ADP
ajebi-6055	113	16	the	the	DET
ajebi-6055	113	17	rising	rise	VERB
ajebi-6055	113	18	dependability	dependability	NOUN
ajebi-6055	113	19	on	on	ADP
ajebi-6055	113	20	the	the	DET
ajebi-6055	113	21	big	big	ADJ
ajebi-6055	113	22	data	datum	NOUN
ajebi-6055	113	23	.	.	PUNCT
ajebi-6055	114	1	businesses	business	NOUN
ajebi-6055	114	2	may	may	AUX
ajebi-6055	114	3	choose	choose	VERB
ajebi-6055	114	4	what	what	PRON
ajebi-6055	114	5	to	to	PART
ajebi-6055	114	6	disclose	disclose	VERB
ajebi-6055	114	7	and	and	CCONJ
ajebi-6055	114	8	how	how	SCONJ
ajebi-6055	114	9	to	to	PART
ajebi-6055	114	10	distort	distort	VERB
ajebi-6055	114	11	data	datum	NOUN
ajebi-6055	114	12	to	to	PART
ajebi-6055	114	13	show	show	VERB
ajebi-6055	114	14	a	a	DET
ajebi-6055	114	15	false	false	ADJ
ajebi-6055	114	16	image	image	NOUN
ajebi-6055	114	17	of	of	ADP
ajebi-6055	114	18	their	their	PRON
ajebi-6055	114	19	esg	esg	NOUN
ajebi-6055	114	20	areas	area	NOUN
ajebi-6055	114	21	.	.	PUNCT
ajebi-6055	115	1	there	there	PRON
ajebi-6055	115	2	is	be	VERB
ajebi-6055	115	3	a	a	DET
ajebi-6055	115	4	risk	risk	NOUN
ajebi-6055	115	5	that	that	SCONJ
ajebi-6055	115	6	stakeholders	stakeholder	NOUN
ajebi-6055	115	7	will	will	AUX
ajebi-6055	115	8	continue	continue	VERB
ajebi-6055	115	9	to	to	PART
ajebi-6055	115	10	fall	fall	VERB
ajebi-6055	115	11	prey	prey	NOUN
ajebi-6055	115	12	to	to	ADP
ajebi-6055	115	13	fraudulent	fraudulent	ADJ
ajebi-6055	115	14	reporting	reporting	NOUN
ajebi-6055	115	15	unless	unless	SCONJ
ajebi-6055	115	16	stringent	stringent	ADJ
ajebi-6055	115	17	outside	outside	ADJ
ajebi-6055	115	18	verification	verification	NOUN
ajebi-6055	115	19	and	and	CCONJ
ajebi-6055	115	20	methodology	methodology	NOUN
ajebi-6055	115	21	transparency	transparency	NOUN
ajebi-6055	115	22	is	be	AUX
ajebi-6055	115	23	achieved	achieve	VERB
ajebi-6055	115	24	.	.	PUNCT
ajebi-6055	116	1	altogether	altogether	ADV
ajebi-6055	116	2	,	,	PUNCT
ajebi-6055	116	3	big	big	ADJ
ajebi-6055	116	4	data	datum	NOUN
ajebi-6055	116	5	improves	improve	VERB
ajebi-6055	116	6	the	the	DET
ajebi-6055	116	7	capabilities	capability	NOUN
ajebi-6055	116	8	and	and	CCONJ
ajebi-6055	116	9	deepen	deepen	VERB
ajebi-6055	116	10	the	the	DET
ajebi-6055	116	11	nature	nature	NOUN
ajebi-6055	116	12	of	of	ADP
ajebi-6055	116	13	esg	esg	PROPN
ajebi-6055	116	14	reporting	reporting	NOUN
ajebi-6055	116	15	,	,	PUNCT
ajebi-6055	116	16	but	but	CCONJ
ajebi-6055	116	17	such	such	ADJ
ajebi-6055	116	18	issues	issue	NOUN
ajebi-6055	116	19	indicate	indicate	VERB
ajebi-6055	116	20	that	that	SCONJ
ajebi-6055	116	21	it	it	PRON
ajebi-6055	116	22	is	be	AUX
ajebi-6055	116	23	essential	essential	ADJ
ajebi-6055	116	24	to	to	PART
ajebi-6055	116	25	create	create	VERB
ajebi-6055	116	26	unified	unified	ADJ
ajebi-6055	116	27	frameworks	framework	NOUN
ajebi-6055	116	28	,	,	PUNCT
ajebi-6055	116	29	enhance	enhance	VERB
ajebi-6055	116	30	the	the	DET
ajebi-6055	116	31	regulatory	regulatory	ADJ
ajebi-6055	116	32	control	control	NOUN
ajebi-6055	116	33	system	system	NOUN
ajebi-6055	116	34	,	,	PUNCT
ajebi-6055	116	35	and	and	CCONJ
ajebi-6055	116	36	make	make	VERB
ajebi-6055	116	37	sure	sure	ADJ
ajebi-6055	116	38	that	that	SCONJ
ajebi-6055	116	39	the	the	DET
ajebi-6055	116	40	data	data	NOUN
ajebi-6055	116	41	is	be	AUX
ajebi-6055	116	42	used	use	VERB
ajebi-6055	116	43	in	in	ADP
ajebi-6055	116	44	an	an	DET
ajebi-6055	116	45	ethical	ethical	ADJ
ajebi-6055	116	46	manner	manner	NOUN
ajebi-6055	116	47	.	.	PUNCT
ajebi-6055	117	1	it	it	PRON
ajebi-6055	117	2	is	be	AUX
ajebi-6055	117	3	critical	critical	ADJ
ajebi-6055	117	4	to	to	PART
ajebi-6055	117	5	address	address	VERB
ajebi-6055	117	6	them	they	PRON
ajebi-6055	117	7	in	in	ADP
ajebi-6055	117	8	developing	develop	VERB
ajebi-6055	117	9	trust	trust	NOUN
ajebi-6055	117	10	,	,	PUNCT
ajebi-6055	117	11	comparability	comparability	NOUN
ajebi-6055	117	12	,	,	PUNCT
ajebi-6055	117	13	and	and	CCONJ
ajebi-6055	117	14	accountability	accountability	NOUN
ajebi-6055	117	15	in	in	ADP
ajebi-6055	117	16	esg	esg	PROPN
ajebi-6055	117	17	disclosures	disclosure	NOUN
ajebi-6055	117	18	.	.	PUNCT
ajebi-6055	118	1	research	research	NOUN
ajebi-6055	118	2	gaps	gap	NOUN
ajebi-6055	118	3	in	in	ADP
ajebi-6055	118	4	current	current	ADJ
ajebi-6055	118	5	literature	literature	NOUN
ajebi-6055	118	6	there	there	PRON
ajebi-6055	118	7	is	be	VERB
ajebi-6055	118	8	increasing	increase	VERB
ajebi-6055	118	9	literature	literature	NOUN
ajebi-6055	118	10	on	on	ADP
ajebi-6055	118	11	big	big	ADJ
ajebi-6055	118	12	data	datum	NOUN
ajebi-6055	118	13	and	and	CCONJ
ajebi-6055	118	14	esg	esg	PROPN
ajebi-6055	118	15	.	.	PUNCT
ajebi-6055	119	1	yet	yet	ADV
ajebi-6055	119	2	,	,	PUNCT
ajebi-6055	119	3	several	several	ADJ
ajebi-6055	119	4	gaps	gap	NOUN
ajebi-6055	119	5	remain	remain	VERB
ajebi-6055	119	6	limited	limited	ADJ
ajebi-6055	119	7	focus	focus	NOUN
ajebi-6055	119	8	on	on	ADP
ajebi-6055	119	9	smes	sme	NOUN
ajebi-6055	119	10	majority	majority	NOUN
ajebi-6055	119	11	of	of	ADP
ajebi-6055	119	12	the	the	DET
ajebi-6055	119	13	studies	study	NOUN
ajebi-6055	119	14	analyze	analyze	VERB
ajebi-6055	119	15	big	big	ADJ
ajebi-6055	119	16	companies	company	NOUN
ajebi-6055	119	17	.	.	PUNCT
ajebi-6055	120	1	there	there	PRON
ajebi-6055	120	2	is	be	VERB
ajebi-6055	120	3	little	little	ADJ
ajebi-6055	120	4	research	research	NOUN
ajebi-6055	120	5	on	on	ADP
ajebi-6055	120	6	smes	sme	NOUN
ajebi-6055	120	7	and	and	CCONJ
ajebi-6055	120	8	their	their	PRON
ajebi-6055	120	9	esg	esg	NOUN
ajebi-6055	120	10	reporting	reporting	NOUN
ajebi-6055	120	11	.	.	PUNCT
ajebi-6055	121	1	lack	lack	NOUN
ajebi-6055	121	2	of	of	ADP
ajebi-6055	121	3	global	global	ADJ
ajebi-6055	121	4	comparability	comparability	NOUN
ajebi-6055	121	5	a	a	DET
ajebi-6055	121	6	large	large	ADJ
ajebi-6055	121	7	number	number	NOUN
ajebi-6055	121	8	of	of	ADP
ajebi-6055	121	9	papers	paper	NOUN
ajebi-6055	121	10	concentrate	concentrate	VERB
ajebi-6055	121	11	on	on	ADP
ajebi-6055	121	12	individual	individual	ADJ
ajebi-6055	121	13	areas	area	NOUN
ajebi-6055	121	14	.	.	PUNCT
ajebi-6055	122	1	few	few	ADJ
ajebi-6055	122	2	explore	explore	VERB
ajebi-6055	122	3	cross	cross	ADJ
ajebi-6055	122	4	-	-	ADJ
ajebi-6055	122	5	country	country	ADJ
ajebi-6055	122	6	esg	esg	NOUN
ajebi-6055	122	7	data	datum	NOUN
ajebi-6055	122	8	challenges	challenge	NOUN
ajebi-6055	122	9	.	.	PUNCT
ajebi-6055	123	1	overemphasis	overemphasis	NOUN
ajebi-6055	123	2	on	on	ADP
ajebi-6055	123	3	environmental	environmental	ADJ
ajebi-6055	123	4	data	datum	NOUN
ajebi-6055	123	5	studies	study	NOUN
ajebi-6055	123	6	often	often	ADV
ajebi-6055	123	7	stress	stress	VERB
ajebi-6055	123	8	carbon	carbon	NOUN
ajebi-6055	123	9	and	and	CCONJ
ajebi-6055	123	10	energy	energy	NOUN
ajebi-6055	123	11	.	.	PUNCT
ajebi-6055	124	1	less	less	ADV
ajebi-6055	124	2	covered	cover	VERB
ajebi-6055	124	3	are	be	AUX
ajebi-6055	124	4	the	the	DET
ajebi-6055	124	5	social	social	ADJ
ajebi-6055	124	6	and	and	CCONJ
ajebi-6055	124	7	governance	governance	NOUN
ajebi-6055	124	8	.	.	PUNCT
ajebi-6055	125	1	weak	weak	ADJ
ajebi-6055	125	2	integration	integration	NOUN
ajebi-6055	125	3	of	of	ADP
ajebi-6055	125	4	qualitative	qualitative	ADJ
ajebi-6055	125	5	data	datum	NOUN
ajebi-6055	125	6	big	big	ADJ
ajebi-6055	125	7	data	datum	NOUN
ajebi-6055	125	8	does	do	VERB
ajebi-6055	125	9	numbers	number	NOUN
ajebi-6055	125	10	quite	quite	ADV
ajebi-6055	125	11	easily	easily	ADV
ajebi-6055	125	12	.	.	PUNCT
ajebi-6055	126	1	however	however	ADV
ajebi-6055	126	2	esg	esg	PROPN
ajebi-6055	126	3	esg	esg	PROPN
ajebi-6055	126	4	factors	factor	NOUN
ajebi-6055	126	5	such	such	ADJ
ajebi-6055	126	6	as	as	ADP
ajebi-6055	126	7	cultural	cultural	ADJ
ajebi-6055	126	8	and	and	CCONJ
ajebi-6055	126	9	ethical	ethical	ADJ
ajebi-6055	126	10	are	be	AUX
ajebi-6055	126	11	neglected	neglect	VERB
ajebi-6055	126	12	.	.	PUNCT
ajebi-6055	127	1	few	few	ADJ
ajebi-6055	127	2	longitudinal	longitudinal	ADJ
ajebi-6055	127	3	studies	study	NOUN
ajebi-6055	127	4	short	short	ADJ
ajebi-6055	127	5	timeframes	timeframe	NOUN
ajebi-6055	127	6	are	be	AUX
ajebi-6055	127	7	common	common	ADJ
ajebi-6055	127	8	in	in	ADP
ajebi-6055	127	9	studies	study	NOUN
ajebi-6055	127	10	.	.	PUNCT
ajebi-6055	128	1	the	the	DET
ajebi-6055	128	2	effects	effect	NOUN
ajebi-6055	128	3	of	of	ADP
ajebi-6055	128	4	long	long	ADJ
ajebi-6055	128	5	-	-	PUNCT
ajebi-6055	128	6	term	term	NOUN
ajebi-6055	128	7	esg	esg	NOUN
ajebi-6055	128	8	reporting	reporting	NOUN
ajebi-6055	128	9	are	be	AUX
ajebi-6055	128	10	unclear	unclear	ADJ
ajebi-6055	128	11	.	.	PUNCT
ajebi-6055	129	1	limited	limited	ADJ
ajebi-6055	129	2	exploration	exploration	NOUN
ajebi-6055	129	3	of	of	ADP
ajebi-6055	129	4	ai	ai	ADJ
ajebi-6055	129	5	bias	bias	NOUN
ajebi-6055	129	6	ai	ai	VERB
ajebi-6055	129	7	tools	tool	NOUN
ajebi-6055	129	8	drive	drive	VERB
ajebi-6055	129	9	esg	esg	NOUN
ajebi-6055	129	10	analysis	analysis	NOUN
ajebi-6055	129	11	.	.	PUNCT
ajebi-6055	130	1	nonetheless	nonetheless	ADV
ajebi-6055	130	2	,	,	PUNCT
ajebi-6055	130	3	research	research	NOUN
ajebi-6055	130	4	on	on	ADP
ajebi-6055	130	5	bias	bias	NOUN
ajebi-6055	130	6	and	and	CCONJ
ajebi-6055	130	7	fairness	fairness	NOUN
ajebi-6055	130	8	is	be	AUX
ajebi-6055	130	9	scarcely	scarcely	ADV
ajebi-6055	130	10	available	available	ADJ
ajebi-6055	130	11	.	.	PUNCT
ajebi-6055	131	1	gap	gap	NOUN
ajebi-6055	131	2	in	in	ADP
ajebi-6055	131	3	regulatory	regulatory	ADJ
ajebi-6055	131	4	perspectives	perspective	NOUN
ajebi-6055	131	5	big	big	ADJ
ajebi-6055	131	6	data	datum	NOUN
ajebi-6055	131	7	esg	esg	PROPN
ajebi-6055	131	8	is	be	AUX
ajebi-6055	131	9	not	not	PART
ajebi-6055	131	10	associated	associate	VERB
ajebi-6055	131	11	with	with	ADP
ajebi-6055	131	12	changing	change	VERB
ajebi-6055	131	13	global	global	ADJ
ajebi-6055	131	14	regulations	regulation	NOUN
ajebi-6055	131	15	and	and	CCONJ
ajebi-6055	131	16	policy	policy	NOUN
ajebi-6055	131	17	shifts	shift	NOUN
ajebi-6055	131	18	in	in	ADP
ajebi-6055	131	19	the	the	DET
ajebi-6055	131	20	few	few	ADJ
ajebi-6055	131	21	works	work	NOUN
ajebi-6055	131	22	.	.	PUNCT
ajebi-6055	132	1	lack	lack	NOUN
ajebi-6055	132	2	of	of	ADP
ajebi-6055	132	3	developed	develop	VERB
ajebi-6055	132	4	stakeholder	stakeholder	NOUN
ajebi-6055	132	5	focus	focus	VERB
ajebi-6055	132	6	there	there	PRON
ajebi-6055	132	7	are	be	VERB
ajebi-6055	132	8	rare	rare	ADJ
ajebi-6055	132	9	studies	study	NOUN
ajebi-6055	132	10	of	of	ADP
ajebi-6055	132	11	the	the	DET
ajebi-6055	132	12	utilization	utilization	NOUN
ajebi-6055	132	13	of	of	ADP
ajebi-6055	132	14	esg	esg	PROPN
ajebi-6055	132	15	big	big	ADJ
ajebi-6055	132	16	data	datum	NOUN
ajebi-6055	132	17	by	by	ADP
ajebi-6055	132	18	investors	investor	NOUN
ajebi-6055	132	19	,	,	PUNCT
ajebi-6055	132	20	workers	worker	NOUN
ajebi-6055	132	21	,	,	PUNCT
ajebi-6055	132	22	and	and	CCONJ
ajebi-6055	132	23	communities	community	NOUN
ajebi-6055	132	24	.	.	PUNCT
ajebi-6055	133	1	sealing	seal	VERB
ajebi-6055	133	2	these	these	DET
ajebi-6055	133	3	gaps	gap	NOUN
ajebi-6055	133	4	can	can	AUX
ajebi-6055	133	5	drive	drive	VERB
ajebi-6055	133	6	credible	credible	ADJ
ajebi-6055	133	7	esg	esg	NOUN
ajebi-6055	133	8	reporting	reporting	NOUN
ajebi-6055	133	9	.	.	PUNCT
ajebi-6055	134	1	it	it	PRON
ajebi-6055	134	2	is	be	AUX
ajebi-6055	134	3	also	also	ADV
ajebi-6055	134	4	capable	capable	ADJ
ajebi-6055	134	5	of	of	ADP
ajebi-6055	134	6	leading	lead	VERB
ajebi-6055	134	7	practices	practice	NOUN
ajebi-6055	134	8	that	that	PRON
ajebi-6055	134	9	are	be	AUX
ajebi-6055	134	10	more	more	ADV
ajebi-6055	134	11	fair	fair	ADJ
ajebi-6055	134	12	.	.	PUNCT
ajebi-6055	135	1	materials	material	NOUN
ajebi-6055	135	2	and	and	CCONJ
ajebi-6055	135	3	methods	method	NOUN
ajebi-6055	135	4	systematic	systematic	PROPN
ajebi-6055	135	5	literature	literature	PROPN
ajebi-6055	135	6	review	review	PROPN
ajebi-6055	135	7	(	(	PUNCT
ajebi-6055	135	8	slr	slr	X
ajebi-6055	135	9	)	)	PUNCT
ajebi-6055	135	10	method	method	NOUN
ajebi-6055	135	11	the	the	DET
ajebi-6055	135	12	study	study	NOUN
ajebi-6055	135	13	involves	involve	VERB
ajebi-6055	135	14	the	the	DET
ajebi-6055	135	15	systematic	systematic	ADJ
ajebi-6055	135	16	literature	literature	NOUN
ajebi-6055	135	17	review	review	PROPN
ajebi-6055	135	18	(	(	PUNCT
ajebi-6055	135	19	slr	slr	X
ajebi-6055	135	20	)	)	PUNCT
ajebi-6055	135	21	methodology	methodology	NOUN
ajebi-6055	135	22	,	,	PUNCT
ajebi-6055	135	23	which	which	PRON
ajebi-6055	135	24	is	be	AUX
ajebi-6055	135	25	a	a	DET
ajebi-6055	135	26	highly	highly	ADV
ajebi-6055	135	27	structured	structured	ADJ
ajebi-6055	135	28	method	method	NOUN
ajebi-6055	135	29	to	to	PART
ajebi-6055	135	30	collect	collect	VERB
ajebi-6055	135	31	,	,	PUNCT
ajebi-6055	135	32	assess	assess	VERB
ajebi-6055	135	33	and	and	CCONJ
ajebi-6055	135	34	summarize	summarize	VERB
ajebi-6055	135	35	existing	exist	VERB
ajebi-6055	135	36	literature	literature	NOUN
ajebi-6055	135	37	regarding	regard	VERB
ajebi-6055	135	38	the	the	DET
ajebi-6055	135	39	intersection	intersection	NOUN
ajebi-6055	135	40	of	of	ADP
ajebi-6055	135	41	big	big	ADJ
ajebi-6055	135	42	data	datum	NOUN
ajebi-6055	135	43	and	and	CCONJ
ajebi-6055	135	44	esg	esg	NOUN
ajebi-6055	135	45	reporting	reporting	NOUN
ajebi-6055	135	46	.	.	PUNCT
ajebi-6055	136	1	this	this	PRON
ajebi-6055	136	2	will	will	AUX
ajebi-6055	136	3	ensure	ensure	VERB
ajebi-6055	136	4	the	the	DET
ajebi-6055	136	5	review	review	NOUN
ajebi-6055	136	6	is	be	AUX
ajebi-6055	136	7	complete	complete	ADJ
ajebi-6055	136	8	,	,	PUNCT
ajebi-6055	136	9	objective	objective	ADJ
ajebi-6055	136	10	and	and	CCONJ
ajebi-6055	136	11	gives	give	VERB
ajebi-6055	136	12	a	a	DET
ajebi-6055	136	13	general	general	ADJ
ajebi-6055	136	14	map	map	NOUN
ajebi-6055	136	15	of	of	ADP
ajebi-6055	136	16	the	the	DET
ajebi-6055	136	17	research	research	NOUN
ajebi-6055	136	18	.	.	PUNCT
ajebi-6055	137	1	phases	phase	NOUN
ajebi-6055	137	2	of	of	ADP
ajebi-6055	137	3	the	the	DET
ajebi-6055	137	4	methodology	methodology	NOUN
ajebi-6055	137	5	identification	identification	NOUN
ajebi-6055	137	6	of	of	ADP
ajebi-6055	137	7	studies	study	NOUN
ajebi-6055	137	8	keywords	keyword	NOUN
ajebi-6055	137	9	,	,	PUNCT
ajebi-6055	137	10	including	include	VERB
ajebi-6055	137	11	big	big	ADJ
ajebi-6055	137	12	data	datum	NOUN
ajebi-6055	137	13	and	and	CCONJ
ajebi-6055	137	14	esg	esg	NOUN
ajebi-6055	137	15	reporting	reporting	NOUN
ajebi-6055	137	16	,	,	PUNCT
ajebi-6055	137	17	sustainability	sustainability	NOUN
ajebi-6055	137	18	analytics	analytic	NOUN
ajebi-6055	137	19	,	,	PUNCT
ajebi-6055	137	20	ai	ai	VERB
ajebi-6055	137	21	in	in	ADP
ajebi-6055	137	22	esg	esg	PROPN
ajebi-6055	137	23	disclosure	disclosure	NOUN
ajebi-6055	137	24	,	,	PUNCT
ajebi-6055	137	25	corporate	corporate	ADJ
ajebi-6055	137	26	sustainability	sustainability	NOUN
ajebi-6055	137	27	data	datum	NOUN
ajebi-6055	137	28	management	management	NOUN
ajebi-6055	137	29	were	be	AUX
ajebi-6055	137	30	used	use	VERB
ajebi-6055	137	31	in	in	ADP
ajebi-6055	137	32	databases	database	NOUN
ajebi-6055	137	33	scopus	scopus	NOUN
ajebi-6055	137	34	,	,	PUNCT
ajebi-6055	137	35	web	web	NOUN
ajebi-6055	137	36	of	of	ADP
ajebi-6055	137	37	science	science	NOUN
ajebi-6055	137	38	,	,	PUNCT
ajebi-6055	137	39	google	google	NOUN
ajebi-6055	137	40	scholar	scholar	NOUN
ajebi-6055	137	41	,	,	PUNCT
ajebi-6055	137	42	and	and	CCONJ
ajebi-6055	137	43	ieee	ieee	PROPN
ajebi-6055	137	44	xplore	xplore	PROPN
ajebi-6055	137	45	.	.	PUNCT
ajebi-6055	138	1	pa	pa	PROPN
ajebi-6055	138	2	ge	ge	PROPN
ajebi-6055	138	3	12	12	NUM
ajebi-6055	138	4	9	9	NUM
ajebi-6055	138	5	https://journals.e-palli.com/home/index.php/ajebi	https://journals.e-palli.com/home/index.php/ajebi	NUM
ajebi-6055	138	6	am	am	NOUN
ajebi-6055	138	7	.	.	PUNCT
ajebi-6055	139	1	j.	j.	PROPN
ajebi-6055	139	2	econ	econ	PROPN
ajebi-6055	139	3	.	.	PUNCT
ajebi-6055	139	4	bus	bus	PROPN
ajebi-6055	139	5	.	.	PUNCT
ajebi-6055	140	1	innov	innov	PROPN
ajebi-6055	140	2	.	.	PUNCT
ajebi-6055	141	1	4(3	4(3	NUM
ajebi-6055	141	2	)	)	PUNCT
ajebi-6055	141	3	125	125	NUM
ajebi-6055	141	4	-	-	SYM
ajebi-6055	141	5	133	133	NUM
ajebi-6055	141	6	,	,	PUNCT
ajebi-6055	141	7	2025	2025	NUM
ajebi-6055	141	8	the	the	DET
ajebi-6055	141	9	literature	literature	NOUN
ajebi-6055	141	10	under	under	ADP
ajebi-6055	141	11	consideration	consideration	NOUN
ajebi-6055	141	12	will	will	AUX
ajebi-6055	141	13	be	be	AUX
ajebi-6055	141	14	discussed	discuss	VERB
ajebi-6055	141	15	within	within	ADP
ajebi-6055	141	16	the	the	DET
ajebi-6055	141	17	scope	scope	NOUN
ajebi-6055	141	18	of	of	ADP
ajebi-6055	141	19	2015	2015	NUM
ajebi-6055	141	20	-	-	SYM
ajebi-6055	141	21	2025	2025	NUM
ajebi-6055	141	22	and	and	CCONJ
ajebi-6055	141	23	most	most	ADV
ajebi-6055	141	24	recent	recent	ADJ
ajebi-6055	141	25	research	research	NOUN
ajebi-6055	141	26	will	will	AUX
ajebi-6055	141	27	be	be	AUX
ajebi-6055	141	28	comprised	comprise	VERB
ajebi-6055	141	29	.	.	PUNCT
ajebi-6055	142	1	screening	screening	NOUN
ajebi-6055	142	2	and	and	CCONJ
ajebi-6055	142	3	eligibility	eligibility	VERB
ajebi-6055	142	4	the	the	DET
ajebi-6055	142	5	screening	screening	NOUN
ajebi-6055	142	6	stage	stage	NOUN
ajebi-6055	142	7	was	be	AUX
ajebi-6055	142	8	done	do	VERB
ajebi-6055	142	9	through	through	ADP
ajebi-6055	142	10	deletion	deletion	NOUN
ajebi-6055	142	11	of	of	ADP
ajebi-6055	142	12	duplicates	duplicate	NOUN
ajebi-6055	142	13	,	,	PUNCT
ajebi-6055	142	14	non	non	ADJ
ajebi-6055	142	15	-	-	ADJ
ajebi-6055	142	16	english	english	ADJ
ajebi-6055	142	17	articles	article	NOUN
ajebi-6055	142	18	and	and	CCONJ
ajebi-6055	142	19	inappropriate	inappropriate	ADJ
ajebi-6055	142	20	titles	title	NOUN
ajebi-6055	142	21	/	/	SYM
ajebi-6055	142	22	abstracts	abstract	NOUN
ajebi-6055	142	23	.	.	PUNCT
ajebi-6055	143	1	the	the	DET
ajebi-6055	143	2	eligibility	eligibility	NOUN
ajebi-6055	143	3	phase	phase	NOUN
ajebi-6055	143	4	used	use	VERB
ajebi-6055	143	5	the	the	DET
ajebi-6055	143	6	inclusion	inclusion	NOUN
ajebi-6055	143	7	realization	realization	NOUN
ajebi-6055	143	8	to	to	PART
ajebi-6055	143	9	select	select	VERB
ajebi-6055	143	10	the	the	DET
ajebi-6055	143	11	most	most	ADV
ajebi-6055	143	12	suitable	suitable	ADJ
ajebi-6055	143	13	papers	paper	NOUN
ajebi-6055	143	14	on	on	ADP
ajebi-6055	143	15	the	the	DET
ajebi-6055	143	16	thematic	thematic	ADJ
ajebi-6055	143	17	analysis	analysis	NOUN
ajebi-6055	143	18	.	.	PUNCT
ajebi-6055	144	1	inclusion	inclusion	NOUN
ajebi-6055	144	2	&	&	CCONJ
ajebi-6055	144	3	analysis	analysis	NOUN
ajebi-6055	144	4	a	a	DET
ajebi-6055	144	5	total	total	NOUN
ajebi-6055	144	6	of	of	ADP
ajebi-6055	144	7	60	60	NUM
ajebi-6055	144	8	studies	study	NOUN
ajebi-6055	144	9	were	be	AUX
ajebi-6055	144	10	selected	select	VERB
ajebi-6055	144	11	on	on	ADP
ajebi-6055	144	12	relevance	relevance	NOUN
ajebi-6055	144	13	and	and	CCONJ
ajebi-6055	144	14	contribution	contribution	NOUN
ajebi-6055	144	15	to	to	ADP
ajebi-6055	144	16	the	the	DET
ajebi-6055	144	17	empirical	empirical	ADJ
ajebi-6055	144	18	evidence	evidence	NOUN
ajebi-6055	144	19	and	and	CCONJ
ajebi-6055	144	20	their	their	PRON
ajebi-6055	144	21	area	area	NOUN
ajebi-6055	144	22	of	of	ADP
ajebi-6055	144	23	interest	interest	NOUN
ajebi-6055	144	24	in	in	ADP
ajebi-6055	144	25	using	use	VERB
ajebi-6055	144	26	big	big	ADJ
ajebi-6055	144	27	data	datum	NOUN
ajebi-6055	144	28	in	in	ADP
ajebi-6055	144	29	esg	esg	PROPN
ajebi-6055	144	30	reporting	reporting	NOUN
ajebi-6055	144	31	.	.	PUNCT
ajebi-6055	145	1	the	the	DET
ajebi-6055	145	2	thematic	thematic	ADJ
ajebi-6055	145	3	analysis	analysis	NOUN
ajebi-6055	145	4	was	be	AUX
ajebi-6055	145	5	conducted	conduct	VERB
ajebi-6055	145	6	on	on	ADP
ajebi-6055	145	7	the	the	DET
ajebi-6055	145	8	studies	study	NOUN
ajebi-6055	145	9	in	in	ADP
ajebi-6055	145	10	order	order	NOUN
ajebi-6055	145	11	to	to	PART
ajebi-6055	145	12	determine	determine	VERB
ajebi-6055	145	13	trends	trend	NOUN
ajebi-6055	145	14	,	,	PUNCT
ajebi-6055	145	15	issues	issue	NOUN
ajebi-6055	145	16	,	,	PUNCT
ajebi-6055	145	17	and	and	CCONJ
ajebi-6055	145	18	gaps	gap	NOUN
ajebi-6055	145	19	in	in	ADP
ajebi-6055	145	20	the	the	DET
ajebi-6055	145	21	current	current	ADJ
ajebi-6055	145	22	literature	literature	NOUN
ajebi-6055	145	23	.	.	PUNCT
ajebi-6055	146	1	research	research	NOUN
ajebi-6055	146	2	framework	framework	NOUN
ajebi-6055	146	3	the	the	DET
ajebi-6055	146	4	research	research	NOUN
ajebi-6055	146	5	framework	framework	NOUN
ajebi-6055	146	6	is	be	AUX
ajebi-6055	146	7	as	as	SCONJ
ajebi-6055	146	8	follows	follow	VERB
ajebi-6055	146	9	,	,	PUNCT
ajebi-6055	146	10	in	in	ADP
ajebi-6055	146	11	brief	brief	NOUN
ajebi-6055	146	12	as	as	SCONJ
ajebi-6055	146	13	illustrated	illustrate	VERB
ajebi-6055	146	14	in	in	ADP
ajebi-6055	146	15	table	table	NOUN
ajebi-6055	147	1	1	1	NUM
ajebi-6055	147	2	:	:	SYM
ajebi-6055	147	3	•	•	NUM
ajebi-6055	147	4	identification	identification	NOUN
ajebi-6055	147	5	:	:	PUNCT
ajebi-6055	147	6	220	220	NUM
ajebi-6055	147	7	studies	study	NOUN
ajebi-6055	147	8	have	have	AUX
ajebi-6055	147	9	been	be	AUX
ajebi-6055	147	10	identified	identify	VERB
ajebi-6055	147	11	in	in	ADP
ajebi-6055	147	12	different	different	ADJ
ajebi-6055	147	13	databases	database	NOUN
ajebi-6055	147	14	.	.	PUNCT
ajebi-6055	148	1	•	•	PUNCT
ajebi-6055	148	2	screening	screen	VERB
ajebi-6055	148	3	:	:	PUNCT
ajebi-6055	148	4	one	one	NUM
ajebi-6055	148	5	hundred	hundred	NUM
ajebi-6055	148	6	and	and	CCONJ
ajebi-6055	148	7	forty	forty	NUM
ajebi-6055	148	8	-	-	PUNCT
ajebi-6055	148	9	six	six	NUM
ajebi-6055	148	10	studies	study	NOUN
ajebi-6055	148	11	were	be	AUX
ajebi-6055	148	12	left	leave	VERB
ajebi-6055	148	13	after	after	ADP
ajebi-6055	148	14	the	the	DET
ajebi-6055	148	15	extraction	extraction	NOUN
ajebi-6055	148	16	of	of	ADP
ajebi-6055	148	17	the	the	DET
ajebi-6055	148	18	irrelevant	irrelevant	ADJ
ajebi-6055	148	19	ones	one	NOUN
ajebi-6055	148	20	.	.	PUNCT
ajebi-6055	149	1	•	•	NUM
ajebi-6055	149	2	eligibility	eligibility	NOUN
ajebi-6055	149	3	:	:	PUNCT
ajebi-6055	149	4	95	95	NUM
ajebi-6055	149	5	studies	study	NOUN
ajebi-6055	149	6	were	be	AUX
ajebi-6055	149	7	reviewed	review	VERB
ajebi-6055	149	8	in	in	ADP
ajebi-6055	149	9	the	the	DET
ajebi-6055	149	10	full	full	ADJ
ajebi-6055	149	11	-	-	PUNCT
ajebi-6055	149	12	text	text	NOUN
ajebi-6055	149	13	.	.	PUNCT
ajebi-6055	150	1	•	•	NUM
ajebi-6055	150	2	inclusion	inclusion	NOUN
ajebi-6055	150	3	&	&	CCONJ
ajebi-6055	150	4	analysis	analysis	NOUN
ajebi-6055	150	5	:	:	PUNCT
ajebi-6055	150	6	the	the	DET
ajebi-6055	150	7	final	final	ADJ
ajebi-6055	150	8	set	set	NOUN
ajebi-6055	150	9	of	of	ADP
ajebi-6055	150	10	60	60	NUM
ajebi-6055	150	11	articles	article	NOUN
ajebi-6055	150	12	that	that	PRON
ajebi-6055	150	13	directly	directly	ADV
ajebi-6055	150	14	lead	lead	VERB
ajebi-6055	150	15	to	to	ADP
ajebi-6055	150	16	the	the	DET
ajebi-6055	150	17	interpretation	interpretation	NOUN
ajebi-6055	150	18	of	of	ADP
ajebi-6055	150	19	the	the	DET
ajebi-6055	150	20	role	role	NOUN
ajebi-6055	150	21	of	of	ADP
ajebi-6055	150	22	big	big	ADJ
ajebi-6055	150	23	data	datum	NOUN
ajebi-6055	150	24	in	in	ADP
ajebi-6055	150	25	esg	esg	PROPN
ajebi-6055	150	26	reporting	reporting	NOUN
ajebi-6055	150	27	.	.	PUNCT
ajebi-6055	151	1	difficulties	difficulty	NOUN
ajebi-6055	151	2	with	with	ADP
ajebi-6055	151	3	big	big	ADJ
ajebi-6055	151	4	data	data	NOUN
ajebi-6055	151	5	-	-	PUNCT
ajebi-6055	151	6	based	base	VERB
ajebi-6055	151	7	esg	esg	NOUN
ajebi-6055	151	8	reporting	report	VERB
ajebi-6055	151	9	although	although	SCONJ
ajebi-6055	151	10	it	it	PRON
ajebi-6055	151	11	is	be	AUX
ajebi-6055	151	12	evident	evident	ADJ
ajebi-6055	151	13	that	that	SCONJ
ajebi-6055	151	14	big	big	ADJ
ajebi-6055	151	15	data	datum	NOUN
ajebi-6055	151	16	has	have	AUX
ajebi-6055	151	17	tremendous	tremendous	ADJ
ajebi-6055	151	18	potential	potential	NOUN
ajebi-6055	151	19	in	in	ADP
ajebi-6055	151	20	terms	term	NOUN
ajebi-6055	151	21	of	of	ADP
ajebi-6055	151	22	improving	improve	VERB
ajebi-6055	151	23	esg	esg	NOUN
ajebi-6055	151	24	reporting	reporting	NOUN
ajebi-6055	151	25	,	,	PUNCT
ajebi-6055	151	26	there	there	PRON
ajebi-6055	151	27	are	be	VERB
ajebi-6055	151	28	challenges	challenge	NOUN
ajebi-6055	151	29	that	that	PRON
ajebi-6055	151	30	can	can	AUX
ajebi-6055	151	31	accompany	accompany	VERB
ajebi-6055	151	32	its	its	PRON
ajebi-6055	151	33	integration	integration	NOUN
ajebi-6055	151	34	.	.	PUNCT
ajebi-6055	152	1	some	some	PRON
ajebi-6055	152	2	of	of	ADP
ajebi-6055	152	3	the	the	DET
ajebi-6055	152	4	key	key	ADJ
ajebi-6055	152	5	challenges	challenge	NOUN
ajebi-6055	152	6	are	be	AUX
ajebi-6055	152	7	:	:	PUNCT
ajebi-6055	152	8	quality	quality	NOUN
ajebi-6055	152	9	and	and	CCONJ
ajebi-6055	152	10	reliability	reliability	NOUN
ajebi-6055	152	11	of	of	ADP
ajebi-6055	152	12	data	datum	NOUN
ajebi-6055	152	13	issue	issue	NOUN
ajebi-6055	152	14	:	:	PUNCT
ajebi-6055	152	15	esg	esg	PROPN
ajebi-6055	152	16	data	datum	NOUN
ajebi-6055	152	17	are	be	AUX
ajebi-6055	152	18	often	often	ADV
ajebi-6055	152	19	not	not	PART
ajebi-6055	152	20	consistent	consistent	ADJ
ajebi-6055	152	21	,	,	PUNCT
ajebi-6055	152	22	unstandardized	unstandardized	ADJ
ajebi-6055	152	23	,	,	PUNCT
ajebi-6055	152	24	and	and	CCONJ
ajebi-6055	152	25	multi	multi	ADJ
ajebi-6055	152	26	-	-	NOUN
ajebi-6055	152	27	source	source	NOUN
ajebi-6055	152	28	and	and	CCONJ
ajebi-6055	152	29	are	be	AUX
ajebi-6055	152	30	therefore	therefore	ADV
ajebi-6055	152	31	difficult	difficult	ADJ
ajebi-6055	152	32	to	to	PART
ajebi-6055	152	33	ensure	ensure	VERB
ajebi-6055	152	34	accuracy	accuracy	NOUN
ajebi-6055	152	35	and	and	CCONJ
ajebi-6055	152	36	comparability	comparability	NOUN
ajebi-6055	152	37	.	.	PUNCT
ajebi-6055	153	1	the	the	DET
ajebi-6055	153	2	quality	quality	NOUN
ajebi-6055	153	3	of	of	ADP
ajebi-6055	153	4	the	the	DET
ajebi-6055	153	5	information	information	NOUN
ajebi-6055	153	6	may	may	AUX
ajebi-6055	153	7	lead	lead	VERB
ajebi-6055	153	8	to	to	ADP
ajebi-6055	153	9	biased	biased	ADJ
ajebi-6055	153	10	meanings	meaning	NOUN
ajebi-6055	153	11	and	and	CCONJ
ajebi-6055	153	12	reduce	reduce	VERB
ajebi-6055	153	13	the	the	DET
ajebi-6055	153	14	degree	degree	NOUN
ajebi-6055	153	15	of	of	ADP
ajebi-6055	153	16	trust	trust	NOUN
ajebi-6055	153	17	of	of	ADP
ajebi-6055	153	18	esg	esg	PROPN
ajebi-6055	153	19	reporting	reporting	NOUN
ajebi-6055	153	20	.	.	PUNCT
ajebi-6055	154	1	solution	solution	NOUN
ajebi-6055	154	2	:	:	PUNCT
ajebi-6055	154	3	the	the	DET
ajebi-6055	154	4	problem	problem	NOUN
ajebi-6055	154	5	of	of	ADP
ajebi-6055	154	6	data	datum	NOUN
ajebi-6055	154	7	quality	quality	NOUN
ajebi-6055	154	8	improvement	improvement	NOUN
ajebi-6055	154	9	through	through	ADP
ajebi-6055	154	10	improved	improve	VERB
ajebi-6055	154	11	data	datum	NOUN
ajebi-6055	154	12	validation	validation	NOUN
ajebi-6055	154	13	methods	method	NOUN
ajebi-6055	154	14	and	and	CCONJ
ajebi-6055	154	15	standard	standard	ADJ
ajebi-6055	154	16	reporting	reporting	NOUN
ajebi-6055	154	17	model	model	NOUN
ajebi-6055	154	18	should	should	AUX
ajebi-6055	154	19	be	be	AUX
ajebi-6055	154	20	paid	pay	VERB
ajebi-6055	154	21	more	more	ADJ
ajebi-6055	154	22	attention	attention	NOUN
ajebi-6055	154	23	.	.	PUNCT
ajebi-6055	155	1	lack	lack	NOUN
ajebi-6055	155	2	of	of	ADP
ajebi-6055	155	3	standardization	standardization	NOUN
ajebi-6055	155	4	•	•	NOUN
ajebi-6055	155	5	problem	problem	NOUN
ajebi-6055	155	6	:	:	PUNCT
ajebi-6055	155	7	no	no	DET
ajebi-6055	155	8	universal	universal	ADJ
ajebi-6055	155	9	standard	standard	NOUN
ajebi-6055	155	10	exists	exist	VERB
ajebi-6055	155	11	on	on	ADP
ajebi-6055	155	12	reporting	report	VERB
ajebi-6055	155	13	esg	esg	PROPN
ajebi-6055	155	14	data	datum	NOUN
ajebi-6055	155	15	regardless	regardless	ADV
ajebi-6055	155	16	of	of	ADP
ajebi-6055	155	17	the	the	DET
ajebi-6055	155	18	available	available	ADJ
ajebi-6055	155	19	frameworks	framework	NOUN
ajebi-6055	155	20	such	such	ADJ
ajebi-6055	155	21	as	as	ADP
ajebi-6055	155	22	gri	gri	NOUN
ajebi-6055	155	23	and	and	CCONJ
ajebi-6055	155	24	sasb	sasb	NOUN
ajebi-6055	155	25	.	.	PUNCT
ajebi-6055	156	1	such	such	ADJ
ajebi-6055	156	2	nonstandardization	nonstandardization	NOUN
ajebi-6055	156	3	complicates	complicate	VERB
ajebi-6055	156	4	the	the	DET
ajebi-6055	156	5	comparison	comparison	NOUN
ajebi-6055	156	6	of	of	ADP
ajebi-6055	156	7	the	the	DET
ajebi-6055	156	8	esg	esg	NOUN
ajebi-6055	156	9	performance	performance	NOUN
ajebi-6055	156	10	of	of	ADP
ajebi-6055	156	11	companies	company	NOUN
ajebi-6055	156	12	and	and	CCONJ
ajebi-6055	156	13	regions	region	NOUN
ajebi-6055	156	14	.	.	PUNCT
ajebi-6055	157	1	•	•	NUM
ajebi-6055	157	2	solution	solution	NOUN
ajebi-6055	157	3	:	:	PUNCT
ajebi-6055	157	4	consistency	consistency	NOUN
ajebi-6055	157	5	and	and	CCONJ
ajebi-6055	157	6	comparability	comparability	NOUN
ajebi-6055	157	7	:	:	PUNCT
ajebi-6055	157	8	the	the	DET
ajebi-6055	157	9	harmonization	harmonization	NOUN
ajebi-6055	157	10	of	of	ADP
ajebi-6055	157	11	metrics	metric	NOUN
ajebi-6055	157	12	and	and	CCONJ
ajebi-6055	157	13	the	the	DET
ajebi-6055	157	14	standardization	standardization	NOUN
ajebi-6055	157	15	of	of	ADP
ajebi-6055	157	16	globally	globally	ADV
ajebi-6055	157	17	applicable	applicable	ADJ
ajebi-6055	157	18	esg	esg	NOUN
ajebi-6055	157	19	standards	standard	NOUN
ajebi-6055	157	20	will	will	AUX
ajebi-6055	157	21	provide	provide	VERB
ajebi-6055	157	22	consistency	consistency	NOUN
ajebi-6055	157	23	and	and	CCONJ
ajebi-6055	157	24	comparability	comparability	NOUN
ajebi-6055	157	25	.	.	PUNCT
ajebi-6055	158	1	already	already	ADV
ajebi-6055	158	2	efforts	effort	NOUN
ajebi-6055	158	3	such	such	ADJ
ajebi-6055	158	4	as	as	ADP
ajebi-6055	158	5	eu	eu	PROPN
ajebi-6055	158	6	taxonomy	taxonomy	NOUN
ajebi-6055	158	7	and	and	CCONJ
ajebi-6055	158	8	tcfd	tcfd	NOUN
ajebi-6055	158	9	have	have	AUX
ajebi-6055	158	10	made	make	VERB
ajebi-6055	158	11	some	some	DET
ajebi-6055	158	12	moves	move	NOUN
ajebi-6055	158	13	in	in	ADP
ajebi-6055	158	14	this	this	DET
ajebi-6055	158	15	direction	direction	NOUN
ajebi-6055	158	16	,	,	PUNCT
ajebi-6055	158	17	but	but	CCONJ
ajebi-6055	158	18	further	further	ADJ
ajebi-6055	158	19	effort	effort	NOUN
ajebi-6055	158	20	is	be	AUX
ajebi-6055	158	21	required	require	VERB
ajebi-6055	158	22	.	.	PUNCT
ajebi-6055	159	1	high	high	ADJ
ajebi-6055	159	2	implementation	implementation	NOUN
ajebi-6055	159	3	costs	cost	VERB
ajebi-6055	159	4	•	•	NOUN
ajebi-6055	159	5	problem	problem	NOUN
ajebi-6055	159	6	:	:	PUNCT
ajebi-6055	159	7	big	big	ADJ
ajebi-6055	159	8	data	datum	NOUN
ajebi-6055	159	9	technologies	technology	NOUN
ajebi-6055	159	10	in	in	ADP
ajebi-6055	159	11	esg	esg	PROPN
ajebi-6055	159	12	reporting	reporting	NOUN
ajebi-6055	159	13	are	be	AUX
ajebi-6055	159	14	expensive	expensive	ADJ
ajebi-6055	159	15	to	to	PART
ajebi-6055	159	16	implement	implement	VERB
ajebi-6055	159	17	in	in	ADP
ajebi-6055	159	18	terms	term	NOUN
ajebi-6055	159	19	of	of	ADP
ajebi-6055	159	20	infrastructure	infrastructure	NOUN
ajebi-6055	159	21	,	,	PUNCT
ajebi-6055	159	22	software	software	NOUN
ajebi-6055	159	23	,	,	PUNCT
ajebi-6055	159	24	and	and	CCONJ
ajebi-6055	159	25	human	human	ADJ
ajebi-6055	159	26	resources	resource	NOUN
ajebi-6055	159	27	.	.	PUNCT
ajebi-6055	160	1	these	these	DET
ajebi-6055	160	2	high	high	ADJ
ajebi-6055	160	3	costs	cost	NOUN
ajebi-6055	160	4	are	be	AUX
ajebi-6055	160	5	especially	especially	ADV
ajebi-6055	160	6	disadvantageous	disadvantageous	ADJ
ajebi-6055	160	7	to	to	ADP
ajebi-6055	160	8	small	small	ADJ
ajebi-6055	160	9	and	and	CCONJ
ajebi-6055	160	10	medium	medium	ADJ
ajebi-6055	160	11	-	-	PUNCT
ajebi-6055	160	12	sized	sized	ADJ
ajebi-6055	160	13	enterprises	enterprise	NOUN
ajebi-6055	160	14	(	(	PUNCT
ajebi-6055	160	15	smes	sme	NOUN
ajebi-6055	160	16	)	)	PUNCT
ajebi-6055	160	17	.	.	PUNCT
ajebi-6055	161	1	•	•	NUM
ajebi-6055	161	2	resolution	resolution	NOUN
ajebi-6055	161	3	:	:	PUNCT
ajebi-6055	161	4	governments	government	NOUN
ajebi-6055	161	5	/	/	SYM
ajebi-6055	161	6	financial	financial	ADJ
ajebi-6055	161	7	institutions	institution	NOUN
ajebi-6055	161	8	may	may	AUX
ajebi-6055	161	9	offer	offer	VERB
ajebi-6055	161	10	incentives	incentive	NOUN
ajebi-6055	161	11	,	,	PUNCT
ajebi-6055	161	12	grants	grant	NOUN
ajebi-6055	161	13	or	or	CCONJ
ajebi-6055	161	14	tax	tax	NOUN
ajebi-6055	161	15	relief	relief	NOUN
ajebi-6055	161	16	to	to	ADP
ajebi-6055	161	17	smes	sme	NOUN
ajebi-6055	161	18	who	who	PRON
ajebi-6055	161	19	adopt	adopt	VERB
ajebi-6055	161	20	big	big	ADJ
ajebi-6055	161	21	data	datum	NOUN
ajebi-6055	161	22	in	in	ADP
ajebi-6055	161	23	reporting	report	VERB
ajebi-6055	161	24	esg	esg	PROPN
ajebi-6055	161	25	.	.	PUNCT
ajebi-6055	162	1	moreover	moreover	ADV
ajebi-6055	162	2	,	,	PUNCT
ajebi-6055	162	3	due	due	ADP
ajebi-6055	162	4	to	to	ADP
ajebi-6055	162	5	the	the	DET
ajebi-6055	162	6	opensource	opensource	NOUN
ajebi-6055	162	7	tools	tool	NOUN
ajebi-6055	162	8	and	and	CCONJ
ajebi-6055	162	9	cloud	cloud	NOUN
ajebi-6055	162	10	-	-	PUNCT
ajebi-6055	162	11	based	base	VERB
ajebi-6055	162	12	solutions	solution	NOUN
ajebi-6055	162	13	,	,	PUNCT
ajebi-6055	162	14	it	it	PRON
ajebi-6055	162	15	is	be	AUX
ajebi-6055	162	16	possible	possible	ADJ
ajebi-6055	162	17	to	to	PART
ajebi-6055	162	18	save	save	VERB
ajebi-6055	162	19	money	money	NOUN
ajebi-6055	162	20	.	.	PUNCT
ajebi-6055	163	1	data	data	PROPN
ajebi-6055	163	2	privacy	privacy	NOUN
ajebi-6055	163	3	/	/	SYM
ajebi-6055	163	4	ethical	ethical	ADJ
ajebi-6055	163	5	concerns	concern	NOUN
ajebi-6055	163	6	•	•	NOUN
ajebi-6055	163	7	problem	problem	NOUN
ajebi-6055	163	8	:	:	PUNCT
ajebi-6055	163	9	social	social	ADJ
ajebi-6055	163	10	media	medium	NOUN
ajebi-6055	163	11	data	datum	NOUN
ajebi-6055	163	12	and	and	CCONJ
ajebi-6055	163	13	other	other	ADJ
ajebi-6055	163	14	sources	source	NOUN
ajebi-6055	163	15	of	of	ADP
ajebi-6055	163	16	unstructured	unstructured	ADJ
ajebi-6055	163	17	data	datum	NOUN
ajebi-6055	163	18	raise	raise	VERB
ajebi-6055	163	19	the	the	DET
ajebi-6055	163	20	privacy	privacy	NOUN
ajebi-6055	163	21	issue	issue	NOUN
ajebi-6055	163	22	when	when	SCONJ
ajebi-6055	163	23	individual	individual	ADJ
ajebi-6055	163	24	information	information	NOUN
ajebi-6055	163	25	is	be	AUX
ajebi-6055	163	26	used	use	VERB
ajebi-6055	163	27	without	without	ADP
ajebi-6055	163	28	their	their	PRON
ajebi-6055	163	29	explicit	explicit	ADJ
ajebi-6055	163	30	consent	consent	NOUN
ajebi-6055	163	31	.	.	PUNCT
ajebi-6055	164	1	also	also	ADV
ajebi-6055	164	2	,	,	PUNCT
ajebi-6055	164	3	inappropriate	inappropriate	ADJ
ajebi-6055	164	4	use	use	NOUN
ajebi-6055	164	5	of	of	ADP
ajebi-6055	164	6	algorithms	algorithm	NOUN
ajebi-6055	164	7	may	may	AUX
ajebi-6055	164	8	result	result	VERB
ajebi-6055	164	9	in	in	ADP
ajebi-6055	164	10	unbiased	unbiased	ADJ
ajebi-6055	164	11	or	or	CCONJ
ajebi-6055	164	12	biased	biased	ADJ
ajebi-6055	164	13	results	result	NOUN
ajebi-6055	164	14	.	.	PUNCT
ajebi-6055	165	1	•	•	NUM
ajebi-6055	165	2	solution	solution	NOUN
ajebi-6055	165	3	:	:	PUNCT
ajebi-6055	165	4	regulatory	regulatory	ADJ
ajebi-6055	165	5	bodies	body	NOUN
ajebi-6055	165	6	should	should	AUX
ajebi-6055	165	7	create	create	VERB
ajebi-6055	165	8	stricter	strict	ADJ
ajebi-6055	165	9	laws	law	NOUN
ajebi-6055	165	10	regarding	regard	VERB
ajebi-6055	165	11	data	data	NOUN
ajebi-6055	165	12	security	security	NOUN
ajebi-6055	165	13	and	and	CCONJ
ajebi-6055	165	14	develop	develop	VERB
ajebi-6055	165	15	more	more	ADV
ajebi-6055	165	16	transparent	transparent	ADJ
ajebi-6055	165	17	and	and	CCONJ
ajebi-6055	165	18	accountable	accountable	ADJ
ajebi-6055	165	19	regulations	regulation	NOUN
ajebi-6055	165	20	related	relate	VERB
ajebi-6055	165	21	to	to	ADP
ajebi-6055	165	22	algorithms	algorithm	NOUN
ajebi-6055	165	23	.	.	PUNCT
ajebi-6055	166	1	ethical	ethical	ADJ
ajebi-6055	166	2	principles	principle	NOUN
ajebi-6055	166	3	should	should	AUX
ajebi-6055	166	4	be	be	AUX
ajebi-6055	166	5	established	establish	VERB
ajebi-6055	166	6	to	to	PART
ajebi-6055	166	7	safeguard	safeguard	VERB
ajebi-6055	166	8	the	the	DET
ajebi-6055	166	9	privacy	privacy	NOUN
ajebi-6055	166	10	of	of	ADP
ajebi-6055	166	11	individuals	individual	NOUN
ajebi-6055	166	12	and	and	CCONJ
ajebi-6055	166	13	to	to	PART
ajebi-6055	166	14	create	create	VERB
ajebi-6055	166	15	fairness	fairness	NOUN
ajebi-6055	166	16	in	in	ADP
ajebi-6055	166	17	use	use	NOUN
ajebi-6055	166	18	of	of	ADP
ajebi-6055	166	19	big	big	ADJ
ajebi-6055	166	20	data	datum	NOUN
ajebi-6055	166	21	.	.	PUNCT
ajebi-6055	167	1	complicated	complicated	ADJ
ajebi-6055	167	2	esg	esg	PROPN
ajebi-6055	167	3	dimensions	dimension	NOUN
ajebi-6055	167	4	•	•	NOUN
ajebi-6055	167	5	problem	problem	NOUN
ajebi-6055	167	6	:	:	PUNCT
ajebi-6055	167	7	esg	esg	PROPN
ajebi-6055	167	8	is	be	AUX
ajebi-6055	167	9	a	a	DET
ajebi-6055	167	10	multidimensional	multidimensional	ADJ
ajebi-6055	167	11	area	area	NOUN
ajebi-6055	167	12	which	which	PRON
ajebi-6055	167	13	includes	include	VERB
ajebi-6055	167	14	environmental	environmental	ADJ
ajebi-6055	167	15	and	and	CCONJ
ajebi-6055	167	16	social	social	ADJ
ajebi-6055	167	17	as	as	ADV
ajebi-6055	167	18	well	well	ADV
ajebi-6055	167	19	as	as	ADP
ajebi-6055	167	20	governance	governance	NOUN
ajebi-6055	167	21	dimensions	dimension	NOUN
ajebi-6055	167	22	,	,	PUNCT
ajebi-6055	167	23	most	most	ADJ
ajebi-6055	167	24	of	of	ADP
ajebi-6055	167	25	which	which	PRON
ajebi-6055	167	26	are	be	AUX
ajebi-6055	167	27	qualitative	qualitative	ADJ
ajebi-6055	167	28	and	and	CCONJ
ajebi-6055	167	29	hard	hard	ADJ
ajebi-6055	167	30	to	to	PART
ajebi-6055	167	31	measure	measure	VERB
ajebi-6055	167	32	.	.	PUNCT
ajebi-6055	168	1	big	big	ADJ
ajebi-6055	168	2	data	datum	NOUN
ajebi-6055	168	3	technologies	technology	NOUN
ajebi-6055	168	4	are	be	AUX
ajebi-6055	168	5	good	good	ADJ
ajebi-6055	168	6	at	at	ADP
ajebi-6055	168	7	dealing	deal	VERB
ajebi-6055	168	8	with	with	ADP
ajebi-6055	168	9	quantitative	quantitative	ADJ
ajebi-6055	168	10	information	information	NOUN
ajebi-6055	168	11	but	but	CCONJ
ajebi-6055	168	12	can	can	AUX
ajebi-6055	168	13	not	not	PART
ajebi-6055	168	14	deal	deal	VERB
ajebi-6055	168	15	with	with	ADP
ajebi-6055	168	16	the	the	DET
ajebi-6055	168	17	qualitative	qualitative	ADJ
ajebi-6055	168	18	nature	nature	NOUN
ajebi-6055	168	19	of	of	ADP
ajebi-6055	168	20	esg	esg	PROPN
ajebi-6055	168	21	,	,	PUNCT
ajebi-6055	168	22	including	include	VERB
ajebi-6055	168	23	corporate	corporate	ADJ
ajebi-6055	168	24	culture	culture	NOUN
ajebi-6055	168	25	or	or	CCONJ
ajebi-6055	168	26	ethical	ethical	ADJ
ajebi-6055	168	27	leadership	leadership	NOUN
ajebi-6055	168	28	.	.	PUNCT
ajebi-6055	169	1	•	•	NUM
ajebi-6055	169	2	resolution	resolution	NOUN
ajebi-6055	169	3	:	:	PUNCT
ajebi-6055	169	4	sentiment	sentiment	NOUN
ajebi-6055	169	5	analysis	analysis	NOUN
ajebi-6055	169	6	,	,	PUNCT
ajebi-6055	169	7	social	social	ADJ
ajebi-6055	169	8	media	medium	NOUN
ajebi-6055	169	9	monitoring	monitoring	NOUN
ajebi-6055	169	10	,	,	PUNCT
ajebi-6055	169	11	and	and	CCONJ
ajebi-6055	169	12	employee	employee	NOUN
ajebi-6055	169	13	feedback	feedback	NOUN
ajebi-6055	169	14	can	can	AUX
ajebi-6055	169	15	help	help	VERB
ajebi-6055	169	16	us	we	PRON
ajebi-6055	169	17	obtain	obtain	VERB
ajebi-6055	169	18	a	a	DET
ajebi-6055	169	19	more	more	ADV
ajebi-6055	169	20	vivid	vivid	ADJ
ajebi-6055	169	21	picture	picture	NOUN
ajebi-6055	169	22	of	of	ADP
ajebi-6055	169	23	esg	esg	NOUN
ajebi-6055	169	24	performance	performance	NOUN
ajebi-6055	169	25	and	and	CCONJ
ajebi-6055	169	26	add	add	VERB
ajebi-6055	169	27	the	the	DET
ajebi-6055	169	28	corresponding	corresponding	ADJ
ajebi-6055	169	29	qualitative	qualitative	ADJ
ajebi-6055	169	30	data	datum	NOUN
ajebi-6055	169	31	.	.	PUNCT
ajebi-6055	170	1	skills	skill	NOUN
ajebi-6055	170	2	gap	gap	NOUN
ajebi-6055	170	3	•	•	NOUN
ajebi-6055	170	4	problem	problem	NOUN
ajebi-6055	170	5	:	:	PUNCT
ajebi-6055	170	6	the	the	DET
ajebi-6055	170	7	skills	skill	NOUN
ajebi-6055	170	8	required	require	VERB
ajebi-6055	170	9	to	to	PART
ajebi-6055	170	10	implement	implement	VERB
ajebi-6055	170	11	big	big	ADJ
ajebi-6055	170	12	data	datum	NOUN
ajebi-6055	170	13	in	in	ADP
ajebi-6055	170	14	esg	esg	PROPN
ajebi-6055	170	15	reporting	reporting	NOUN
ajebi-6055	170	16	are	be	AUX
ajebi-6055	170	17	a	a	DET
ajebi-6055	170	18	mixture	mixture	NOUN
ajebi-6055	170	19	of	of	ADP
ajebi-6055	170	20	specific	specific	ADJ
ajebi-6055	170	21	skills	skill	NOUN
ajebi-6055	170	22	,	,	PUNCT
ajebi-6055	170	23	including	include	VERB
ajebi-6055	170	24	data	datum	NOUN
ajebi-6055	170	25	science	science	NOUN
ajebi-6055	170	26	skills	skill	NOUN
ajebi-6055	170	27	,	,	PUNCT
ajebi-6055	170	28	sustainability	sustainability	NOUN
ajebi-6055	170	29	skills	skill	NOUN
ajebi-6055	170	30	,	,	PUNCT
ajebi-6055	170	31	and	and	CCONJ
ajebi-6055	170	32	financial	financial	ADJ
ajebi-6055	170	33	analysis	analysis	NOUN
ajebi-6055	170	34	skills	skill	NOUN
ajebi-6055	170	35	.	.	PUNCT
ajebi-6055	171	1	a	a	DET
ajebi-6055	171	2	significant	significant	ADJ
ajebi-6055	171	3	problem	problem	NOUN
ajebi-6055	171	4	is	be	AUX
ajebi-6055	171	5	that	that	SCONJ
ajebi-6055	171	6	a	a	DET
ajebi-6055	171	7	large	large	ADJ
ajebi-6055	171	8	number	number	NOUN
ajebi-6055	171	9	of	of	ADP
ajebi-6055	171	10	organizations	organization	NOUN
ajebi-6055	171	11	can	can	AUX
ajebi-6055	171	12	not	not	PART
ajebi-6055	171	13	find	find	VERB
ajebi-6055	171	14	professionals	professional	NOUN
ajebi-6055	171	15	who	who	PRON
ajebi-6055	171	16	have	have	VERB
ajebi-6055	171	17	the	the	DET
ajebi-6055	171	18	required	require	VERB
ajebi-6055	171	19	interdisciplinary	interdisciplinary	NOUN
ajebi-6055	171	20	skills	skill	NOUN
ajebi-6055	171	21	.	.	PUNCT
ajebi-6055	172	1	•	•	NUM
ajebi-6055	172	2	solution	solution	NOUN
ajebi-6055	172	3	:	:	PUNCT
ajebi-6055	172	4	firms	firm	NOUN
ajebi-6055	172	5	must	must	AUX
ajebi-6055	172	6	invest	invest	VERB
ajebi-6055	172	7	in	in	ADP
ajebi-6055	172	8	training	training	NOUN
ajebi-6055	172	9	and	and	CCONJ
ajebi-6055	172	10	crossdisciplinary	crossdisciplinary	ADJ
ajebi-6055	172	11	education	education	NOUN
ajebi-6055	172	12	to	to	PART
ajebi-6055	172	13	enable	enable	VERB
ajebi-6055	172	14	their	their	PRON
ajebi-6055	172	15	teams	team	NOUN
ajebi-6055	172	16	with	with	ADP
ajebi-6055	172	17	knowledge	knowledge	NOUN
ajebi-6055	172	18	and	and	CCONJ
ajebi-6055	172	19	skills	skill	NOUN
ajebi-6055	172	20	to	to	PART
ajebi-6055	172	21	utilize	utilize	VERB
ajebi-6055	172	22	big	big	ADJ
ajebi-6055	172	23	data	datum	NOUN
ajebi-6055	172	24	to	to	PART
ajebi-6055	172	25	report	report	VERB
ajebi-6055	172	26	on	on	ADP
ajebi-6055	172	27	esg	esg	PROPN
ajebi-6055	172	28	.	.	PUNCT
ajebi-6055	173	1	risk	risk	NOUN
ajebi-6055	173	2	of	of	ADP
ajebi-6055	173	3	greenwashing	greenwashe	VERB
ajebi-6055	173	4	•	•	NOUN
ajebi-6055	173	5	problem	problem	NOUN
ajebi-6055	173	6	:	:	PUNCT
ajebi-6055	173	7	it	it	PRON
ajebi-6055	173	8	is	be	AUX
ajebi-6055	173	9	possible	possible	ADJ
ajebi-6055	173	10	that	that	SCONJ
ajebi-6055	173	11	as	as	SCONJ
ajebi-6055	173	12	big	big	ADJ
ajebi-6055	173	13	data	datum	NOUN
ajebi-6055	173	14	increasingly	increasingly	ADV
ajebi-6055	173	15	becomes	become	VERB
ajebi-6055	173	16	part	part	NOUN
ajebi-6055	173	17	of	of	ADP
ajebi-6055	173	18	esg	esg	PROPN
ajebi-6055	173	19	reporting	reporting	NOUN
ajebi-6055	173	20	,	,	PUNCT
ajebi-6055	173	21	some	some	DET
ajebi-6055	173	22	companies	company	NOUN
ajebi-6055	173	23	will	will	AUX
ajebi-6055	173	24	find	find	VERB
ajebi-6055	173	25	it	it	PRON
ajebi-6055	173	26	easy	easy	ADJ
ajebi-6055	173	27	to	to	PART
ajebi-6055	173	28	include	include	VERB
ajebi-6055	173	29	favorable	favorable	ADJ
ajebi-6055	173	30	information	information	NOUN
ajebi-6055	173	31	and	and	CCONJ
ajebi-6055	173	32	conceal	conceal	VERB
ajebi-6055	173	33	certain	certain	ADJ
ajebi-6055	173	34	negative	negative	ADJ
ajebi-6055	173	35	factors	factor	NOUN
ajebi-6055	173	36	in	in	ADP
ajebi-6055	173	37	their	their	PRON
ajebi-6055	173	38	esg	esg	NOUN
ajebi-6055	173	39	reporting	reporting	NOUN
ajebi-6055	173	40	,	,	PUNCT
ajebi-6055	173	41	resulting	result	VERB
ajebi-6055	173	42	in	in	ADP
ajebi-6055	173	43	greenwashing	greenwashing	NOUN
ajebi-6055	173	44	.	.	PUNCT
ajebi-6055	174	1	•	•	NUM
ajebi-6055	174	2	solution	solution	NOUN
ajebi-6055	174	3	:	:	PUNCT
ajebi-6055	174	4	to	to	PART
ajebi-6055	174	5	avert	avert	VERB
ajebi-6055	174	6	the	the	DET
ajebi-6055	174	7	risk	risk	NOUN
ajebi-6055	174	8	of	of	ADP
ajebi-6055	174	9	greenwashing	greenwashing	NOUN
ajebi-6055	174	10	,	,	PUNCT
ajebi-6055	174	11	external	external	ADJ
ajebi-6055	174	12	auditing	auditing	NOUN
ajebi-6055	174	13	,	,	PUNCT
ajebi-6055	174	14	third	third	ADJ
ajebi-6055	174	15	-	-	PUNCT
ajebi-6055	174	16	party	party	NOUN
ajebi-6055	174	17	verification	verification	NOUN
ajebi-6055	174	18	,	,	PUNCT
ajebi-6055	174	19	and	and	CCONJ
ajebi-6055	174	20	compulsory	compulsory	ADJ
ajebi-6055	174	21	disclosure	disclosure	NOUN
ajebi-6055	174	22	could	could	AUX
ajebi-6055	174	23	help	help	VERB
ajebi-6055	174	24	to	to	PART
ajebi-6055	174	25	ensure	ensure	VERB
ajebi-6055	174	26	that	that	SCONJ
ajebi-6055	174	27	esg	esg	PROPN
ajebi-6055	174	28	reports	report	NOUN
ajebi-6055	174	29	are	be	AUX
ajebi-6055	174	30	both	both	PRON
ajebi-6055	174	31	sincere	sincere	ADJ
ajebi-6055	174	32	and	and	CCONJ
ajebi-6055	174	33	transparent	transparent	ADJ
ajebi-6055	174	34	.	.	PUNCT
ajebi-6055	175	1	pa	pa	PROPN
ajebi-6055	175	2	ge	ge	PROPN
ajebi-6055	175	3	13	13	NUM
ajebi-6055	175	4	0	0	NUM
ajebi-6055	175	5	https://journals.e-palli.com/home/index.php/ajebi	https://journals.e-palli.com/home/index.php/ajebi	NUM
ajebi-6055	175	6	am	am	NOUN
ajebi-6055	175	7	.	.	PUNCT
ajebi-6055	176	1	j.	j.	PROPN
ajebi-6055	176	2	econ	econ	PROPN
ajebi-6055	176	3	.	.	PUNCT
ajebi-6055	176	4	bus	bus	PROPN
ajebi-6055	176	5	.	.	PUNCT
ajebi-6055	177	1	innov	innov	PROPN
ajebi-6055	177	2	.	.	PUNCT
ajebi-6055	178	1	4(3	4(3	NUM
ajebi-6055	178	2	)	)	PUNCT
ajebi-6055	178	3	125	125	NUM
ajebi-6055	178	4	-	-	SYM
ajebi-6055	178	5	133	133	NUM
ajebi-6055	178	6	,	,	PUNCT
ajebi-6055	178	7	2025	2025	NUM
ajebi-6055	178	8	case	case	NOUN
ajebi-6055	178	9	study	study	NOUN
ajebi-6055	178	10	1	1	NUM
ajebi-6055	178	11	:	:	PUNCT
ajebi-6055	178	12	patagonia	patagonia	PROPN
ajebi-6055	178	13	(	(	PUNCT
ajebi-6055	178	14	developed	develop	VERB
ajebi-6055	178	15	market	market	NOUN
ajebi-6055	178	16	)	)	PUNCT
ajebi-6055	178	17	creative	creative	ADJ
ajebi-6055	178	18	industry	industry	NOUN
ajebi-6055	178	19	:	:	PUNCT
ajebi-6055	178	20	green	green	ADJ
ajebi-6055	178	21	solutions	solution	NOUN
ajebi-6055	178	22	use	use	NOUN
ajebi-6055	178	23	of	of	ADP
ajebi-6055	178	24	big	big	ADJ
ajebi-6055	178	25	data	data	PROPN
ajebi-6055	178	26	patagonia	patagonia	PROPN
ajebi-6055	178	27	applies	apply	VERB
ajebi-6055	178	28	the	the	DET
ajebi-6055	178	29	use	use	NOUN
ajebi-6055	178	30	of	of	ADP
ajebi-6055	178	31	blockchain	blockchain	PROPN
ajebi-6055	178	32	technology	technology	PROPN
ajebi-6055	178	33	in	in	ADP
ajebi-6055	178	34	its	its	PRON
ajebi-6055	178	35	supply	supply	NOUN
ajebi-6055	178	36	chain	chain	NOUN
ajebi-6055	178	37	to	to	PART
ajebi-6055	178	38	achieve	achieve	VERB
ajebi-6055	178	39	both	both	PRON
ajebi-6055	178	40	ethical	ethical	ADJ
ajebi-6055	178	41	sourcing	sourcing	NOUN
ajebi-6055	178	42	and	and	CCONJ
ajebi-6055	178	43	supply	supply	NOUN
ajebi-6055	178	44	chain	chain	NOUN
ajebi-6055	178	45	transparency	transparency	NOUN
ajebi-6055	178	46	.	.	PUNCT
ajebi-6055	179	1	the	the	DET
ajebi-6055	179	2	system	system	NOUN
ajebi-6055	179	3	will	will	AUX
ajebi-6055	179	4	trace	trace	VERB
ajebi-6055	179	5	the	the	DET
ajebi-6055	179	6	products	product	NOUN
ajebi-6055	179	7	and	and	CCONJ
ajebi-6055	179	8	raw	raw	ADJ
ajebi-6055	179	9	materials	material	NOUN
ajebi-6055	179	10	through	through	ADP
ajebi-6055	179	11	production	production	NOUN
ajebi-6055	179	12	to	to	ADP
ajebi-6055	179	13	consumer	consumer	NOUN
ajebi-6055	179	14	and	and	CCONJ
ajebi-6055	179	15	check	check	VERB
ajebi-6055	179	16	claims	claim	NOUN
ajebi-6055	179	17	like	like	ADP
ajebi-6055	179	18	fair	fair	ADJ
ajebi-6055	179	19	labor	labor	NOUN
ajebi-6055	179	20	practices	practice	NOUN
ajebi-6055	179	21	and	and	CCONJ
ajebi-6055	179	22	sustainable	sustainable	ADJ
ajebi-6055	179	23	sourcing	sourcing	NOUN
ajebi-6055	179	24	.	.	PUNCT
ajebi-6055	180	1	impact	impact	NOUN
ajebi-6055	180	2	increased	increase	VERB
ajebi-6055	180	3	transparency	transparency	NOUN
ajebi-6055	180	4	:	:	PUNCT
ajebi-6055	180	5	it	it	PRON
ajebi-6055	180	6	will	will	AUX
ajebi-6055	180	7	make	make	VERB
ajebi-6055	180	8	more	more	ADJ
ajebi-6055	180	9	information	information	NOUN
ajebi-6055	180	10	available	available	ADJ
ajebi-6055	180	11	to	to	ADP
ajebi-6055	180	12	the	the	DET
ajebi-6055	180	13	stakeholders	stakeholder	NOUN
ajebi-6055	180	14	and	and	CCONJ
ajebi-6055	180	15	consumers	consumer	NOUN
ajebi-6055	180	16	regarding	regard	VERB
ajebi-6055	180	17	the	the	DET
ajebi-6055	180	18	sustainability	sustainability	NOUN
ajebi-6055	180	19	of	of	ADP
ajebi-6055	180	20	products	product	NOUN
ajebi-6055	180	21	.	.	PUNCT
ajebi-6055	181	1	investor	investor	NOUN
ajebi-6055	181	2	confidence	confidence	NOUN
ajebi-6055	181	3	:	:	PUNCT
ajebi-6055	181	4	due	due	ADP
ajebi-6055	181	5	to	to	ADP
ajebi-6055	181	6	the	the	DET
ajebi-6055	181	7	traceability	traceability	NOUN
ajebi-6055	181	8	that	that	PRON
ajebi-6055	181	9	blockchain	blockchain	PROPN
ajebi-6055	181	10	provides	provide	VERB
ajebi-6055	181	11	,	,	PUNCT
ajebi-6055	181	12	patagonia	patagonia	PROPN
ajebi-6055	181	13	has	have	AUX
ajebi-6055	181	14	gained	gain	VERB
ajebi-6055	181	15	interest	interest	NOUN
ajebi-6055	181	16	among	among	ADP
ajebi-6055	181	17	ethical	ethical	ADJ
ajebi-6055	181	18	investors	investor	NOUN
ajebi-6055	181	19	who	who	PRON
ajebi-6055	181	20	want	want	VERB
ajebi-6055	181	21	reliable	reliable	ADJ
ajebi-6055	181	22	sustainability	sustainability	NOUN
ajebi-6055	181	23	statements	statement	NOUN
ajebi-6055	181	24	.	.	PUNCT
ajebi-6055	182	1	result	result	VERB
ajebi-6055	182	2	:	:	PUNCT
ajebi-6055	182	3	this	this	PRON
ajebi-6055	182	4	will	will	AUX
ajebi-6055	182	5	strengthen	strengthen	VERB
ajebi-6055	182	6	the	the	DET
ajebi-6055	182	7	image	image	NOUN
ajebi-6055	182	8	of	of	ADP
ajebi-6055	182	9	patagonia	patagonia	PROPN
ajebi-6055	182	10	as	as	ADP
ajebi-6055	182	11	a	a	DET
ajebi-6055	182	12	sustainable	sustainable	ADJ
ajebi-6055	182	13	brand	brand	NOUN
ajebi-6055	182	14	,	,	PUNCT
ajebi-6055	182	15	thereby	thereby	ADV
ajebi-6055	182	16	leading	lead	VERB
ajebi-6055	182	17	to	to	ADP
ajebi-6055	182	18	increased	increase	VERB
ajebi-6055	182	19	brand	brand	NOUN
ajebi-6055	182	20	loyalty	loyalty	NOUN
ajebi-6055	182	21	and	and	CCONJ
ajebi-6055	182	22	expansion	expansion	NOUN
ajebi-6055	182	23	in	in	ADP
ajebi-6055	182	24	the	the	DET
ajebi-6055	182	25	market	market	NOUN
ajebi-6055	182	26	.	.	PUNCT
ajebi-6055	183	1	case	case	NOUN
ajebi-6055	183	2	study	study	NOUN
ajebi-6055	183	3	2	2	NUM
ajebi-6055	183	4	:	:	PUNCT
ajebi-6055	183	5	kenya	kenya	PROPN
ajebi-6055	183	6	commercial	commercial	PROPN
ajebi-6055	183	7	bank	bank	PROPN
ajebi-6055	183	8	(	(	PUNCT
ajebi-6055	183	9	kcb	kcb	PROPN
ajebi-6055	183	10	)	)	PUNCT
ajebi-6055	183	11	(	(	PUNCT
ajebi-6055	183	12	developing	develop	VERB
ajebi-6055	183	13	market	market	NOUN
ajebi-6055	183	14	)	)	PUNCT
ajebi-6055	183	15	industry	industry	NOUN
ajebi-6055	183	16	:	:	PUNCT
ajebi-6055	183	17	social	social	ADJ
ajebi-6055	183	18	and	and	CCONJ
ajebi-6055	183	19	governance	governance	NOUN
ajebi-6055	183	20	sustainability	sustainability	NOUN
ajebi-6055	183	21	.	.	PUNCT
ajebi-6055	184	1	big	big	ADJ
ajebi-6055	184	2	data	datum	NOUN
ajebi-6055	184	3	implementation	implementation	NOUN
ajebi-6055	184	4	:	:	PUNCT
ajebi-6055	184	5	kcb	kcb	PROPN
ajebi-6055	184	6	has	have	AUX
ajebi-6055	184	7	been	be	AUX
ajebi-6055	184	8	applying	apply	VERB
ajebi-6055	184	9	ai	ai	NOUN
ajebi-6055	184	10	and	and	CCONJ
ajebi-6055	184	11	machine	machine	NOUN
ajebi-6055	184	12	learning	learn	VERB
ajebi-6055	184	13	algorithms	algorithm	NOUN
ajebi-6055	184	14	in	in	ADP
ajebi-6055	184	15	social	social	ADJ
ajebi-6055	184	16	risk	risk	NOUN
ajebi-6055	184	17	predictions	prediction	NOUN
ajebi-6055	184	18	.	.	PUNCT
ajebi-6055	185	1	the	the	DET
ajebi-6055	185	2	bank	bank	NOUN
ajebi-6055	185	3	measures	measure	VERB
ajebi-6055	185	4	the	the	DET
ajebi-6055	185	5	social	social	ADJ
ajebi-6055	185	6	media	medium	NOUN
ajebi-6055	185	7	sentiment	sentiment	NOUN
ajebi-6055	185	8	on	on	ADP
ajebi-6055	185	9	financial	financial	ADJ
ajebi-6055	185	10	inclusivity	inclusivity	NOUN
ajebi-6055	185	11	,	,	PUNCT
ajebi-6055	185	12	customer	customer	NOUN
ajebi-6055	185	13	satisfaction	satisfaction	NOUN
ajebi-6055	185	14	,	,	PUNCT
ajebi-6055	185	15	and	and	CCONJ
ajebi-6055	185	16	social	social	ADJ
ajebi-6055	185	17	governance	governance	NOUN
ajebi-6055	185	18	in	in	ADP
ajebi-6055	185	19	the	the	DET
ajebi-6055	185	20	region	region	NOUN
ajebi-6055	185	21	.	.	PUNCT
ajebi-6055	186	1	impact	impact	NOUN
ajebi-6055	186	2	risk	risk	NOUN
ajebi-6055	186	3	mitigation	mitigation	NOUN
ajebi-6055	186	4	:	:	PUNCT
ajebi-6055	186	5	kcb	kcb	PROPN
ajebi-6055	186	6	can	can	AUX
ajebi-6055	186	7	reduce	reduce	VERB
ajebi-6055	186	8	the	the	DET
ajebi-6055	186	9	risk	risk	NOUN
ajebi-6055	186	10	of	of	ADP
ajebi-6055	186	11	underbanking	underbanking	NOUN
ajebi-6055	186	12	by	by	ADP
ajebi-6055	186	13	doing	do	VERB
ajebi-6055	186	14	more	more	ADJ
ajebi-6055	186	15	to	to	PART
ajebi-6055	186	16	reach	reach	VERB
ajebi-6055	186	17	out	out	ADP
ajebi-6055	186	18	to	to	ADP
ajebi-6055	186	19	underbanked	underbanked	ADJ
ajebi-6055	186	20	communities	community	NOUN
ajebi-6055	186	21	and	and	CCONJ
ajebi-6055	186	22	reduce	reduce	VERB
ajebi-6055	186	23	the	the	DET
ajebi-6055	186	24	reputational	reputational	ADJ
ajebi-6055	186	25	risk	risk	NOUN
ajebi-6055	186	26	.	.	PUNCT
ajebi-6055	187	1	governance	governance	NOUN
ajebi-6055	187	2	improvements	improvement	NOUN
ajebi-6055	187	3	:	:	PUNCT
ajebi-6055	187	4	predictive	predictive	ADJ
ajebi-6055	187	5	analytics	analytic	NOUN
ajebi-6055	187	6	contribute	contribute	VERB
ajebi-6055	187	7	to	to	ADP
ajebi-6055	187	8	improved	improve	VERB
ajebi-6055	187	9	regulatory	regulatory	ADJ
ajebi-6055	187	10	compliance	compliance	NOUN
ajebi-6055	187	11	and	and	CCONJ
ajebi-6055	187	12	transparency	transparency	NOUN
ajebi-6055	187	13	as	as	ADV
ajebi-6055	187	14	well	well	ADV
ajebi-6055	187	15	as	as	ADP
ajebi-6055	187	16	helping	help	VERB
ajebi-6055	187	17	to	to	PART
ajebi-6055	187	18	identify	identify	VERB
ajebi-6055	187	19	governance	governance	NOUN
ajebi-6055	187	20	problems	problem	NOUN
ajebi-6055	187	21	before	before	SCONJ
ajebi-6055	187	22	the	the	DET
ajebi-6055	187	23	problems	problem	NOUN
ajebi-6055	187	24	increase	increase	VERB
ajebi-6055	187	25	.	.	PUNCT
ajebi-6055	188	1	deliverable	deliverable	ADJ
ajebi-6055	188	2	:	:	PUNCT
ajebi-6055	188	3	the	the	DET
ajebi-6055	188	4	bank	bank	NOUN
ajebi-6055	188	5	will	will	AUX
ajebi-6055	188	6	increase	increase	VERB
ajebi-6055	188	7	financial	financial	ADJ
ajebi-6055	188	8	inclusion	inclusion	NOUN
ajebi-6055	188	9	,	,	PUNCT
ajebi-6055	188	10	public	public	ADJ
ajebi-6055	188	11	confidence	confidence	NOUN
ajebi-6055	188	12	and	and	CCONJ
ajebi-6055	188	13	inclusive	inclusive	ADJ
ajebi-6055	188	14	financial	financial	ADJ
ajebi-6055	188	15	system	system	NOUN
ajebi-6055	188	16	in	in	ADP
ajebi-6055	188	17	kenya	kenya	PROPN
ajebi-6055	188	18	recommended	recommend	VERB
ajebi-6055	188	19	framework	framework	NOUN
ajebi-6055	188	20	:	:	PUNCT
ajebi-6055	188	21	framework	framework	NOUN
ajebi-6055	188	22	model	model	NOUN
ajebi-6055	188	23	of	of	ADP
ajebi-6055	188	24	esg	esg	PROPN
ajebi-6055	188	25	reporting	report	VERB
ajebi-6055	188	26	on	on	ADP
ajebi-6055	188	27	big	big	ADJ
ajebi-6055	188	28	data	datum	NOUN
ajebi-6055	188	29	it	it	PRON
ajebi-6055	188	30	is	be	AUX
ajebi-6055	188	31	an	an	DET
ajebi-6055	188	32	integrated	integrate	VERB
ajebi-6055	188	33	framework	framework	NOUN
ajebi-6055	188	34	of	of	ADP
ajebi-6055	188	35	how	how	SCONJ
ajebi-6055	188	36	the	the	DET
ajebi-6055	188	37	big	big	ADJ
ajebi-6055	188	38	data	datum	NOUN
ajebi-6055	188	39	technologies	technology	NOUN
ajebi-6055	188	40	(	(	PUNCT
ajebi-6055	188	41	including	include	VERB
ajebi-6055	188	42	artificial	artificial	ADJ
ajebi-6055	188	43	intelligence	intelligence	NOUN
ajebi-6055	188	44	(	(	PUNCT
ajebi-6055	188	45	ai	ai	NOUN
ajebi-6055	188	46	)	)	PUNCT
ajebi-6055	188	47	,	,	PUNCT
ajebi-6055	188	48	blockchain	blockchain	NOUN
ajebi-6055	188	49	,	,	PUNCT
ajebi-6055	188	50	and	and	CCONJ
ajebi-6055	188	51	internet	internet	NOUN
ajebi-6055	188	52	of	of	ADP
ajebi-6055	188	53	things	thing	NOUN
ajebi-6055	188	54	(	(	PUNCT
ajebi-6055	188	55	iot	iot	NOUN
ajebi-6055	188	56	)	)	PUNCT
ajebi-6055	188	57	and	and	CCONJ
ajebi-6055	188	58	machine	machine	NOUN
ajebi-6055	188	59	learning	learning	NOUN
ajebi-6055	188	60	)	)	PUNCT
ajebi-6055	188	61	can	can	AUX
ajebi-6055	188	62	become	become	VERB
ajebi-6055	188	63	part	part	NOUN
ajebi-6055	188	64	of	of	ADP
ajebi-6055	188	65	the	the	DET
ajebi-6055	188	66	esg	esg	NOUN
ajebi-6055	188	67	reporting	reporting	NOUN
ajebi-6055	188	68	and	and	CCONJ
ajebi-6055	188	69	how	how	SCONJ
ajebi-6055	188	70	the	the	DET
ajebi-6055	188	71	old	old	ADJ
ajebi-6055	188	72	fashioned	fashioned	ADJ
ajebi-6055	188	73	,	,	PUNCT
ajebi-6055	188	74	manual	manual	NOUN
ajebi-6055	188	75	,	,	PUNCT
ajebi-6055	188	76	and	and	CCONJ
ajebi-6055	188	77	quite	quite	ADV
ajebi-6055	188	78	often	often	ADV
ajebi-6055	188	79	overly	overly	ADV
ajebi-6055	188	80	inconsistent	inconsistent	ADJ
ajebi-6055	188	81	esg	esg	PROPN
ajebi-6055	188	82	information	information	NOUN
ajebi-6055	188	83	can	can	AUX
ajebi-6055	188	84	be	be	AUX
ajebi-6055	188	85	turned	turn	VERB
ajebi-6055	188	86	into	into	ADP
ajebi-6055	188	87	real	real	ADJ
ajebi-6055	188	88	time	time	NOUN
ajebi-6055	188	89	,	,	PUNCT
ajebi-6055	188	90	standardized	standardized	ADJ
ajebi-6055	188	91	,	,	PUNCT
ajebi-6055	188	92	and	and	CCONJ
ajebi-6055	188	93	believable	believable	ADJ
ajebi-6055	188	94	information	information	NOUN
ajebi-6055	188	95	.	.	PUNCT
ajebi-6055	189	1	framework	framework	NOUN
ajebi-6055	189	2	overview	overview	VERB
ajebi-6055	189	3	the	the	DET
ajebi-6055	189	4	esg	esg	PROPN
ajebi-6055	189	5	reporting	reporting	NOUN
ajebi-6055	189	6	model	model	NOUN
ajebi-6055	189	7	is	be	AUX
ajebi-6055	189	8	a	a	DET
ajebi-6055	189	9	big	big	ADJ
ajebi-6055	189	10	data	data	NOUN
ajebi-6055	189	11	-	-	PUNCT
ajebi-6055	189	12	driven	drive	VERB
ajebi-6055	189	13	model	model	NOUN
ajebi-6055	189	14	,	,	PUNCT
ajebi-6055	189	15	which	which	PRON
ajebi-6055	189	16	is	be	AUX
ajebi-6055	189	17	divided	divide	VERB
ajebi-6055	189	18	into	into	ADP
ajebi-6055	189	19	three	three	NUM
ajebi-6055	189	20	parts	part	NOUN
ajebi-6055	189	21	:	:	PUNCT
ajebi-6055	189	22	•	•	NUM
ajebi-6055	189	23	data	datum	NOUN
ajebi-6055	189	24	sources	source	NOUN
ajebi-6055	189	25	&	&	CCONJ
ajebi-6055	189	26	technologies	technology	NOUN
ajebi-6055	189	27	:	:	PUNCT
ajebi-6055	189	28	the	the	DET
ajebi-6055	189	29	base	base	NOUN
ajebi-6055	189	30	that	that	PRON
ajebi-6055	189	31	gathers	gather	VERB
ajebi-6055	189	32	raw	raw	ADJ
ajebi-6055	189	33	esg	esg	PROPN
ajebi-6055	189	34	data	datum	NOUN
ajebi-6055	189	35	through	through	ADP
ajebi-6055	189	36	many	many	ADJ
ajebi-6055	189	37	sources	source	NOUN
ajebi-6055	189	38	.	.	PUNCT
ajebi-6055	190	1	•	•	NUM
ajebi-6055	190	2	data	data	NOUN
ajebi-6055	190	3	processing	processing	NOUN
ajebi-6055	190	4	and	and	CCONJ
ajebi-6055	190	5	analysis	analysis	NOUN
ajebi-6055	190	6	data	datum	NOUN
ajebi-6055	190	7	processing	processing	NOUN
ajebi-6055	190	8	,	,	PUNCT
ajebi-6055	190	9	analysis	analysis	NOUN
ajebi-6055	190	10	and	and	CCONJ
ajebi-6055	190	11	modeling	modeling	NOUN
ajebi-6055	190	12	of	of	ADP
ajebi-6055	190	13	esg	esg	PROPN
ajebi-6055	190	14	data	data	PROPN
ajebi-6055	190	15	.	.	PUNCT
ajebi-6055	191	1	•	•	NUM
ajebi-6055	191	2	reporting	reporting	NOUN
ajebi-6055	191	3	&	&	CCONJ
ajebi-6055	191	4	decision	decision	NOUN
ajebi-6055	191	5	-	-	PUNCT
ajebi-6055	191	6	making	make	VERB
ajebi-6055	191	7	the	the	DET
ajebi-6055	191	8	end	end	NOUN
ajebi-6055	191	9	product	product	NOUN
ajebi-6055	191	10	to	to	PART
ajebi-6055	191	11	be	be	AUX
ajebi-6055	191	12	used	use	VERB
ajebi-6055	191	13	in	in	ADP
ajebi-6055	191	14	making	make	VERB
ajebi-6055	191	15	decisions	decision	NOUN
ajebi-6055	191	16	,	,	PUNCT
ajebi-6055	191	17	communicating	communicate	VERB
ajebi-6055	191	18	with	with	ADP
ajebi-6055	191	19	stakeholders	stakeholder	NOUN
ajebi-6055	191	20	,	,	PUNCT
ajebi-6055	191	21	and	and	CCONJ
ajebi-6055	191	22	regulatory	regulatory	ADJ
ajebi-6055	191	23	compliance	compliance	NOUN
ajebi-6055	191	24	.	.	PUNCT
ajebi-6055	192	1	first	first	ADV
ajebi-6055	192	2	of	of	ADP
ajebi-6055	192	3	all	all	PRON
ajebi-6055	192	4	,	,	PUNCT
ajebi-6055	192	5	data	datum	NOUN
ajebi-6055	192	6	sources	source	NOUN
ajebi-6055	192	7	and	and	CCONJ
ajebi-6055	192	8	technologies	technology	NOUN
ajebi-6055	192	9	big	big	ADJ
ajebi-6055	192	10	data	datum	NOUN
ajebi-6055	192	11	technologies	technology	NOUN
ajebi-6055	192	12	gather	gather	VERB
ajebi-6055	192	13	esg	esg	PROPN
ajebi-6055	192	14	information	information	NOUN
ajebi-6055	192	15	of	of	ADP
ajebi-6055	192	16	all	all	DET
ajebi-6055	192	17	kinds	kind	NOUN
ajebi-6055	192	18	,	,	PUNCT
ajebi-6055	192	19	both	both	CCONJ
ajebi-6055	192	20	structured	structure	VERB
ajebi-6055	192	21	and	and	CCONJ
ajebi-6055	192	22	unstructured	unstructured	ADJ
ajebi-6055	192	23	.	.	PUNCT
ajebi-6055	193	1	some	some	PRON
ajebi-6055	193	2	of	of	ADP
ajebi-6055	193	3	the	the	DET
ajebi-6055	193	4	important	important	ADJ
ajebi-6055	193	5	technologies	technology	NOUN
ajebi-6055	193	6	during	during	ADP
ajebi-6055	193	7	this	this	DET
ajebi-6055	193	8	stage	stage	NOUN
ajebi-6055	193	9	are	be	AUX
ajebi-6055	193	10	:	:	PUNCT
ajebi-6055	193	11	•	•	NUM
ajebi-6055	193	12	iot	iot	NOUN
ajebi-6055	193	13	sensors	sensor	NOUN
ajebi-6055	193	14	:	:	PUNCT
ajebi-6055	193	15	collect	collect	VERB
ajebi-6055	193	16	live	live	ADJ
ajebi-6055	193	17	data	datum	NOUN
ajebi-6055	193	18	on	on	ADP
ajebi-6055	193	19	the	the	DET
ajebi-6055	193	20	environment	environment	NOUN
ajebi-6055	193	21	(	(	PUNCT
ajebi-6055	193	22	e.g.	e.g.	ADV
ajebi-6055	193	23	emissions	emission	NOUN
ajebi-6055	193	24	,	,	PUNCT
ajebi-6055	193	25	water	water	NOUN
ajebi-6055	193	26	use	use	NOUN
ajebi-6055	193	27	)	)	PUNCT
ajebi-6055	193	28	of	of	ADP
ajebi-6055	193	29	industrial	industrial	ADJ
ajebi-6055	193	30	plants	plant	NOUN
ajebi-6055	193	31	.	.	PUNCT
ajebi-6055	194	1	•	•	X
ajebi-6055	194	2	blockchain	blockchain	PROPN
ajebi-6055	194	3	:	:	PUNCT
ajebi-6055	194	4	ensures	ensure	VERB
ajebi-6055	194	5	that	that	SCONJ
ajebi-6055	194	6	esg	esg	PROPN
ajebi-6055	194	7	data	data	PROPN
ajebi-6055	194	8	remains	remain	VERB
ajebi-6055	194	9	unaltered	unaltered	ADJ
ajebi-6055	194	10	as	as	SCONJ
ajebi-6055	194	11	it	it	PRON
ajebi-6055	194	12	is	be	AUX
ajebi-6055	194	13	impossible	impossible	ADJ
ajebi-6055	194	14	to	to	PART
ajebi-6055	194	15	modify	modify	VERB
ajebi-6055	194	16	it	it	PRON
ajebi-6055	194	17	.	.	PUNCT
ajebi-6055	195	1	•	•	NUM
ajebi-6055	195	2	social	social	ADJ
ajebi-6055	195	3	media	medium	NOUN
ajebi-6055	195	4	analytics	analytic	NOUN
ajebi-6055	195	5	:	:	PUNCT
ajebi-6055	195	6	this	this	PRON
ajebi-6055	195	7	involves	involve	VERB
ajebi-6055	195	8	applying	apply	VERB
ajebi-6055	195	9	ai	ai	NOUN
ajebi-6055	195	10	-	-	PUNCT
ajebi-6055	195	11	based	base	VERB
ajebi-6055	195	12	sentiment	sentiment	NOUN
ajebi-6055	195	13	analysis	analysis	NOUN
ajebi-6055	195	14	to	to	PART
ajebi-6055	195	15	understand	understand	VERB
ajebi-6055	195	16	social	social	ADJ
ajebi-6055	195	17	attitudes	attitude	NOUN
ajebi-6055	195	18	relating	relate	VERB
ajebi-6055	195	19	to	to	ADP
ajebi-6055	195	20	social	social	ADJ
ajebi-6055	195	21	matters	matter	NOUN
ajebi-6055	195	22	such	such	ADJ
ajebi-6055	195	23	as	as	ADP
ajebi-6055	195	24	labor	labor	NOUN
ajebi-6055	195	25	practices	practice	NOUN
ajebi-6055	195	26	or	or	CCONJ
ajebi-6055	195	27	governance	governance	NOUN
ajebi-6055	195	28	.	.	PUNCT
ajebi-6055	196	1	•	•	NUM
ajebi-6055	196	2	satellite	satellite	NOUN
ajebi-6055	196	3	imaging	imaging	NOUN
ajebi-6055	196	4	:	:	PUNCT
ajebi-6055	196	5	the	the	DET
ajebi-6055	196	6	real	real	ADJ
ajebi-6055	196	7	information	information	NOUN
ajebi-6055	196	8	of	of	ADP
ajebi-6055	196	9	deforestation	deforestation	NOUN
ajebi-6055	196	10	or	or	CCONJ
ajebi-6055	196	11	carbon	carbon	NOUN
ajebi-6055	196	12	footprint	footprint	NOUN
ajebi-6055	196	13	can	can	AUX
ajebi-6055	196	14	be	be	AUX
ajebi-6055	196	15	disseminated	disseminate	VERB
ajebi-6055	196	16	to	to	ADP
ajebi-6055	196	17	the	the	DET
ajebi-6055	196	18	industrial	industrial	ADJ
ajebi-6055	196	19	sectors	sector	NOUN
ajebi-6055	196	20	,	,	PUNCT
ajebi-6055	196	21	especially	especially	ADV
ajebi-6055	196	22	the	the	DET
ajebi-6055	196	23	agricultural	agricultural	ADJ
ajebi-6055	196	24	sector	sector	NOUN
ajebi-6055	196	25	and	and	CCONJ
ajebi-6055	196	26	energy	energy	NOUN
ajebi-6055	196	27	sector	sector	NOUN
ajebi-6055	196	28	.	.	PUNCT
ajebi-6055	197	1	•	•	NUM
ajebi-6055	197	2	corporate	corporate	ADJ
ajebi-6055	197	3	reporting	reporting	NOUN
ajebi-6055	197	4	:	:	PUNCT
ajebi-6055	197	5	sustainability	sustainability	NOUN
ajebi-6055	197	6	reporting	reporting	NOUN
ajebi-6055	197	7	and	and	CCONJ
ajebi-6055	197	8	annual	annual	ADJ
ajebi-6055	197	9	report	report	NOUN
ajebi-6055	197	10	.	.	PUNCT
ajebi-6055	198	1	step	step	NOUN
ajebi-6055	198	2	2	2	NUM
ajebi-6055	198	3	data	datum	NOUN
ajebi-6055	198	4	processing	processing	NOUN
ajebi-6055	198	5	and	and	CCONJ
ajebi-6055	198	6	analysis	analysis	NOUN
ajebi-6055	198	7	after	after	ADP
ajebi-6055	198	8	data	data	NOUN
ajebi-6055	198	9	collection	collection	NOUN
ajebi-6055	198	10	,	,	PUNCT
ajebi-6055	198	11	it	it	PRON
ajebi-6055	198	12	must	must	AUX
ajebi-6055	198	13	be	be	AUX
ajebi-6055	198	14	processed	process	VERB
ajebi-6055	198	15	and	and	CCONJ
ajebi-6055	198	16	analyzed	analyze	VERB
ajebi-6055	198	17	to	to	PART
ajebi-6055	198	18	give	give	VERB
ajebi-6055	198	19	recommendations	recommendation	NOUN
ajebi-6055	198	20	.	.	PUNCT
ajebi-6055	199	1	this	this	DET
ajebi-6055	199	2	step	step	NOUN
ajebi-6055	199	3	involves	involve	VERB
ajebi-6055	199	4	:	:	PUNCT
ajebi-6055	199	5	•	•	NUM
ajebi-6055	199	6	data	datum	NOUN
ajebi-6055	199	7	integration	integration	NOUN
ajebi-6055	199	8	:	:	PUNCT
ajebi-6055	199	9	data	datum	NOUN
ajebi-6055	199	10	integration	integration	NOUN
ajebi-6055	199	11	refers	refer	VERB
ajebi-6055	199	12	to	to	ADP
ajebi-6055	199	13	a	a	DET
ajebi-6055	199	14	summary	summary	NOUN
ajebi-6055	199	15	of	of	ADP
ajebi-6055	199	16	structured	structured	ADJ
ajebi-6055	199	17	(	(	PUNCT
ajebi-6055	199	18	financial	financial	ADJ
ajebi-6055	199	19	report	report	NOUN
ajebi-6055	199	20	,	,	PUNCT
ajebi-6055	199	21	esg	esg	NOUN
ajebi-6055	199	22	rating	rating	NOUN
ajebi-6055	199	23	)	)	PUNCT
ajebi-6055	199	24	and	and	CCONJ
ajebi-6055	199	25	unstructured	unstructured	ADJ
ajebi-6055	199	26	(	(	PUNCT
ajebi-6055	199	27	social	social	ADJ
ajebi-6055	199	28	media	medium	NOUN
ajebi-6055	199	29	post	post	NOUN
ajebi-6055	199	30	,	,	PUNCT
ajebi-6055	199	31	news	news	NOUN
ajebi-6055	199	32	article	article	NOUN
ajebi-6055	199	33	)	)	PUNCT
ajebi-6055	199	34	data	datum	NOUN
ajebi-6055	199	35	.	.	PUNCT
ajebi-6055	200	1	•	•	NUM
ajebi-6055	200	2	predictive	predictive	ADJ
ajebi-6055	200	3	analytics	analytic	NOUN
ajebi-6055	200	4	:	:	PUNCT
ajebi-6055	200	5	predictive	predictive	ADJ
ajebi-6055	200	6	analytics	analytic	NOUN
ajebi-6055	200	7	is	be	AUX
ajebi-6055	200	8	the	the	DET
ajebi-6055	200	9	use	use	NOUN
ajebi-6055	200	10	of	of	ADP
ajebi-6055	200	11	machine	machine	NOUN
ajebi-6055	200	12	learning	learn	VERB
ajebi-6055	200	13	algorithms	algorithm	NOUN
ajebi-6055	200	14	to	to	PART
ajebi-6055	200	15	predict	predict	VERB
ajebi-6055	200	16	esg	esg	PROPN
ajebi-6055	200	17	risks	risk	NOUN
ajebi-6055	200	18	,	,	PUNCT
ajebi-6055	200	19	including	include	VERB
ajebi-6055	200	20	climate	climate	NOUN
ajebi-6055	200	21	change	change	NOUN
ajebi-6055	200	22	effects	effect	NOUN
ajebi-6055	200	23	or	or	CCONJ
ajebi-6055	200	24	governance	governance	NOUN
ajebi-6055	200	25	collapse	collapse	NOUN
ajebi-6055	200	26	.	.	PUNCT
ajebi-6055	201	1	•	•	NOUN
ajebi-6055	201	2	sentiment	sentiment	NOUN
ajebi-6055	201	3	analysis	analysis	NOUN
ajebi-6055	201	4	:	:	PUNCT
ajebi-6055	201	5	ai	ai	AUX
ajebi-6055	201	6	applications	application	NOUN
ajebi-6055	201	7	can	can	AUX
ajebi-6055	201	8	read	read	VERB
ajebi-6055	201	9	social	social	ADJ
ajebi-6055	201	10	media	medium	NOUN
ajebi-6055	201	11	sentiment	sentiment	NOUN
ajebi-6055	201	12	to	to	PART
ajebi-6055	201	13	understand	understand	VERB
ajebi-6055	201	14	how	how	SCONJ
ajebi-6055	201	15	people	people	NOUN
ajebi-6055	201	16	feel	feel	VERB
ajebi-6055	201	17	about	about	ADP
ajebi-6055	201	18	the	the	DET
ajebi-6055	201	19	social	social	ADJ
ajebi-6055	201	20	and	and	CCONJ
ajebi-6055	201	21	governance	governance	NOUN
ajebi-6055	201	22	actions	action	NOUN
ajebi-6055	201	23	of	of	ADP
ajebi-6055	201	24	a	a	DET
ajebi-6055	201	25	company	company	NOUN
ajebi-6055	201	26	.	.	PUNCT
ajebi-6055	202	1	•	•	NUM
ajebi-6055	202	2	risk	risk	NOUN
ajebi-6055	202	3	analysis	analysis	NOUN
ajebi-6055	202	4	models	model	NOUN
ajebi-6055	202	5	:	:	PUNCT
ajebi-6055	202	6	the	the	DET
ajebi-6055	202	7	ai	ai	NOUN
ajebi-6055	202	8	models	model	NOUN
ajebi-6055	202	9	compare	compare	VERB
ajebi-6055	202	10	the	the	DET
ajebi-6055	202	11	governance	governance	NOUN
ajebi-6055	202	12	risks	risk	NOUN
ajebi-6055	202	13	(	(	PUNCT
ajebi-6055	202	14	fraud	fraud	NOUN
ajebi-6055	202	15	or	or	CCONJ
ajebi-6055	202	16	corruption	corruption	NOUN
ajebi-6055	202	17	)	)	PUNCT
ajebi-6055	202	18	against	against	ADP
ajebi-6055	202	19	historical	historical	ADJ
ajebi-6055	202	20	and	and	CCONJ
ajebi-6055	202	21	real	real	ADJ
ajebi-6055	202	22	-	-	PUNCT
ajebi-6055	202	23	time	time	NOUN
ajebi-6055	202	24	trends	trend	NOUN
ajebi-6055	202	25	.	.	PUNCT
ajebi-6055	203	1	•	•	NUM
ajebi-6055	203	2	transparency	transparency	NOUN
ajebi-6055	203	3	and	and	CCONJ
ajebi-6055	203	4	accuracy	accuracy	NOUN
ajebi-6055	203	5	:	:	PUNCT
ajebi-6055	203	6	blockchain	blockchain	PROPN
ajebi-6055	203	7	helps	help	VERB
ajebi-6055	203	8	all	all	DET
ajebi-6055	203	9	processed	process	VERB
ajebi-6055	203	10	data	datum	NOUN
ajebi-6055	203	11	to	to	PART
ajebi-6055	203	12	be	be	AUX
ajebi-6055	203	13	accurate	accurate	ADJ
ajebi-6055	203	14	and	and	CCONJ
ajebi-6055	203	15	traceable	traceable	ADJ
ajebi-6055	203	16	and	and	CCONJ
ajebi-6055	203	17	reduce	reduce	VERB
ajebi-6055	203	18	greenwashing	greenwashing	NOUN
ajebi-6055	203	19	issues	issue	NOUN
ajebi-6055	203	20	.	.	PUNCT
ajebi-6055	204	1	table	table	NOUN
ajebi-6055	204	2	1	1	NUM
ajebi-6055	204	3	:	:	PUNCT
ajebi-6055	204	4	research	research	NOUN
ajebi-6055	204	5	methodology	methodology	NOUN
ajebi-6055	204	6	framework	framework	NOUN
ajebi-6055	204	7	stage	stage	NOUN
ajebi-6055	204	8	description	description	NOUN
ajebi-6055	204	9	outcome	outcome	NOUN
ajebi-6055	204	10	identification	identification	NOUN
ajebi-6055	204	11	database	database	NOUN
ajebi-6055	204	12	search	search	NOUN
ajebi-6055	204	13	using	use	VERB
ajebi-6055	204	14	selected	select	VERB
ajebi-6055	204	15	keywords	keyword	NOUN
ajebi-6055	204	16	(	(	PUNCT
ajebi-6055	204	17	2015–2025	2015–2025	NUM
ajebi-6055	204	18	)	)	PUNCT
ajebi-6055	204	19	220	220	NUM
ajebi-6055	204	20	studies	study	NOUN
ajebi-6055	204	21	identified	identify	VERB
ajebi-6055	204	22	screening	screen	VERB
ajebi-6055	204	23	removal	removal	NOUN
ajebi-6055	204	24	of	of	ADP
ajebi-6055	204	25	duplicates	duplicate	NOUN
ajebi-6055	204	26	,	,	PUNCT
ajebi-6055	204	27	non	non	ADJ
ajebi-6055	204	28	-	-	ADJ
ajebi-6055	204	29	english	english	ADJ
ajebi-6055	204	30	papers	paper	NOUN
ajebi-6055	204	31	,	,	PUNCT
ajebi-6055	204	32	and	and	CCONJ
ajebi-6055	204	33	irrelevant	irrelevant	ADJ
ajebi-6055	204	34	titles	title	NOUN
ajebi-6055	204	35	/	/	SYM
ajebi-6055	204	36	abstracts	abstract	NOUN
ajebi-6055	204	37	140	140	NUM
ajebi-6055	204	38	studies	study	NOUN
ajebi-6055	204	39	remained	remain	VERB
ajebi-6055	204	40	eligibility	eligibility	ADJ
ajebi-6055	204	41	full	full	ADJ
ajebi-6055	204	42	-	-	PUNCT
ajebi-6055	204	43	text	text	NOUN
ajebi-6055	204	44	review	review	NOUN
ajebi-6055	204	45	applying	apply	VERB
ajebi-6055	204	46	inclusion	inclusion	NOUN
ajebi-6055	204	47	/	/	SYM
ajebi-6055	204	48	exclusion	exclusion	NOUN
ajebi-6055	204	49	criteria	criterion	NOUN
ajebi-6055	204	50	95	95	NUM
ajebi-6055	204	51	studies	study	NOUN
ajebi-6055	204	52	considered	consider	VERB
ajebi-6055	204	53	inclusion	inclusion	NOUN
ajebi-6055	204	54	&	&	CCONJ
ajebi-6055	204	55	analysis	analysis	NOUN
ajebi-6055	204	56	final	final	ADJ
ajebi-6055	204	57	selection	selection	NOUN
ajebi-6055	204	58	of	of	ADP
ajebi-6055	204	59	relevant	relevant	ADJ
ajebi-6055	204	60	studies	study	NOUN
ajebi-6055	204	61	for	for	ADP
ajebi-6055	204	62	thematic	thematic	ADJ
ajebi-6055	204	63	review	review	NOUN
ajebi-6055	205	1	60	60	NUM
ajebi-6055	205	2	studies	study	NOUN
ajebi-6055	205	3	included	include	VERB
ajebi-6055	205	4	in	in	ADP
ajebi-6055	205	5	final	final	ADJ
ajebi-6055	205	6	analysis	analysis	NOUN
ajebi-6055	205	7	pa	pa	PROPN
ajebi-6055	205	8	ge	ge	PROPN
ajebi-6055	205	9	13	13	NUM
ajebi-6055	205	10	1	1	NUM
ajebi-6055	205	11	https://journals.e-palli.com/home/index.php/ajebi	https://journals.e-palli.com/home/index.php/ajebi	NUM
ajebi-6055	205	12	am	am	NOUN
ajebi-6055	205	13	.	.	PUNCT
ajebi-6055	206	1	j.	j.	PROPN
ajebi-6055	206	2	econ	econ	PROPN
ajebi-6055	206	3	.	.	PUNCT
ajebi-6055	206	4	bus	bus	PROPN
ajebi-6055	206	5	.	.	PUNCT
ajebi-6055	207	1	innov	innov	PROPN
ajebi-6055	207	2	.	.	PUNCT
ajebi-6055	208	1	4(3	4(3	NUM
ajebi-6055	208	2	)	)	PUNCT
ajebi-6055	208	3	125	125	NUM
ajebi-6055	208	4	-	-	SYM
ajebi-6055	208	5	133	133	NUM
ajebi-6055	208	6	,	,	PUNCT
ajebi-6055	208	7	2025	2025	NUM
ajebi-6055	208	8	step	step	NOUN
ajebi-6055	208	9	3	3	NUM
ajebi-6055	208	10	:	:	PUNCT
ajebi-6055	208	11	notes	note	NOUN
ajebi-6055	208	12	and	and	CCONJ
ajebi-6055	208	13	the	the	DET
ajebi-6055	208	14	decision	decision	NOUN
ajebi-6055	208	15	making	make	VERB
ajebi-6055	208	16	the	the	DET
ajebi-6055	208	17	last	last	ADJ
ajebi-6055	208	18	step	step	NOUN
ajebi-6055	208	19	of	of	ADP
ajebi-6055	208	20	the	the	DET
ajebi-6055	208	21	framework	framework	NOUN
ajebi-6055	208	22	is	be	AUX
ajebi-6055	208	23	the	the	DET
ajebi-6055	208	24	delivery	delivery	NOUN
ajebi-6055	208	25	of	of	ADP
ajebi-6055	208	26	the	the	DET
ajebi-6055	208	27	processed	process	VERB
ajebi-6055	208	28	data	datum	NOUN
ajebi-6055	208	29	in	in	ADP
ajebi-6055	208	30	a	a	DET
ajebi-6055	208	31	form	form	NOUN
ajebi-6055	208	32	that	that	PRON
ajebi-6055	208	33	action	action	NOUN
ajebi-6055	208	34	-	-	PUNCT
ajebi-6055	208	35	takers	taker	NOUN
ajebi-6055	208	36	can	can	AUX
ajebi-6055	208	37	use	use	VERB
ajebi-6055	208	38	.	.	PUNCT
ajebi-6055	209	1	this	this	DET
ajebi-6055	209	2	step	step	NOUN
ajebi-6055	209	3	also	also	ADV
ajebi-6055	209	4	helps	help	VERB
ajebi-6055	209	5	to	to	PART
ajebi-6055	209	6	make	make	VERB
ajebi-6055	209	7	sure	sure	ADJ
ajebi-6055	209	8	that	that	SCONJ
ajebi-6055	209	9	regulations	regulation	NOUN
ajebi-6055	209	10	are	be	AUX
ajebi-6055	209	11	adhered	adhere	VERB
ajebi-6055	209	12	to	to	ADP
ajebi-6055	209	13	.	.	PUNCT
ajebi-6055	210	1	key	key	ADJ
ajebi-6055	210	2	components	component	NOUN
ajebi-6055	210	3	:	:	PUNCT
ajebi-6055	210	4	•	•	NUM
ajebi-6055	210	5	real	real	ADJ
ajebi-6055	210	6	-	-	PUNCT
ajebi-6055	210	7	time	time	NOUN
ajebi-6055	210	8	dashboards	dashboard	NOUN
ajebi-6055	210	9	:	:	PUNCT
ajebi-6055	210	10	the	the	DET
ajebi-6055	210	11	esg	esg	PROPN
ajebi-6055	210	12	performance	performance	NOUN
ajebi-6055	210	13	information	information	NOUN
ajebi-6055	210	14	is	be	AUX
ajebi-6055	210	15	presented	present	VERB
ajebi-6055	210	16	in	in	ADP
ajebi-6055	210	17	real	real	ADJ
ajebi-6055	210	18	-	-	PUNCT
ajebi-6055	210	19	time	time	NOUN
ajebi-6055	210	20	,	,	PUNCT
ajebi-6055	210	21	and	and	CCONJ
ajebi-6055	210	22	investors	investor	NOUN
ajebi-6055	210	23	,	,	PUNCT
ajebi-6055	210	24	regulators	regulator	NOUN
ajebi-6055	210	25	,	,	PUNCT
ajebi-6055	210	26	and	and	CCONJ
ajebi-6055	210	27	stakeholders	stakeholder	NOUN
ajebi-6055	210	28	can	can	AUX
ajebi-6055	210	29	make	make	VERB
ajebi-6055	210	30	decisions	decision	NOUN
ajebi-6055	210	31	based	base	VERB
ajebi-6055	210	32	on	on	ADP
ajebi-6055	210	33	the	the	DET
ajebi-6055	210	34	latest	late	ADJ
ajebi-6055	210	35	information	information	NOUN
ajebi-6055	210	36	.	.	PUNCT
ajebi-6055	211	1	•	•	NUM
ajebi-6055	211	2	automated	automate	VERB
ajebi-6055	211	3	reports	report	NOUN
ajebi-6055	211	4	:	:	PUNCT
ajebi-6055	211	5	big	big	ADJ
ajebi-6055	211	6	data	datum	NOUN
ajebi-6055	211	7	solutions	solution	NOUN
ajebi-6055	211	8	create	create	VERB
ajebi-6055	211	9	automated	automate	VERB
ajebi-6055	211	10	esg	esg	PROPN
ajebi-6055	211	11	reports	report	NOUN
ajebi-6055	211	12	which	which	PRON
ajebi-6055	211	13	comply	comply	VERB
ajebi-6055	211	14	with	with	ADP
ajebi-6055	211	15	international	international	ADJ
ajebi-6055	211	16	guidelines	guideline	NOUN
ajebi-6055	211	17	(	(	PUNCT
ajebi-6055	211	18	e.g.	e.g.	ADV
ajebi-6055	211	19	,	,	PUNCT
ajebi-6055	211	20	tcfd	tcfd	NOUN
ajebi-6055	211	21	,	,	PUNCT
ajebi-6055	211	22	gri	gri	NOUN
ajebi-6055	211	23	)	)	PUNCT
ajebi-6055	211	24	.	.	PUNCT
ajebi-6055	212	1	these	these	PRON
ajebi-6055	212	2	are	be	AUX
ajebi-6055	212	3	consistent	consistent	ADJ
ajebi-6055	212	4	,	,	PUNCT
ajebi-6055	212	5	comparative	comparative	ADJ
ajebi-6055	212	6	and	and	CCONJ
ajebi-6055	212	7	regulatory	regulatory	ADJ
ajebi-6055	212	8	-	-	PUNCT
ajebi-6055	212	9	compliant	compliant	ADJ
ajebi-6055	212	10	reports	report	NOUN
ajebi-6055	212	11	.	.	PUNCT
ajebi-6055	213	1	•	•	NUM
ajebi-6055	213	2	regulatory	regulatory	ADJ
ajebi-6055	213	3	compliance	compliance	NOUN
ajebi-6055	213	4	:	:	PUNCT
ajebi-6055	213	5	the	the	DET
ajebi-6055	213	6	framework	framework	NOUN
ajebi-6055	213	7	ensures	ensure	VERB
ajebi-6055	213	8	that	that	SCONJ
ajebi-6055	213	9	all	all	DET
ajebi-6055	213	10	esg	esg	NOUN
ajebi-6055	213	11	information	information	NOUN
ajebi-6055	213	12	is	be	AUX
ajebi-6055	213	13	in	in	ADP
ajebi-6055	213	14	line	line	NOUN
ajebi-6055	213	15	with	with	ADP
ajebi-6055	213	16	both	both	PRON
ajebi-6055	213	17	transparency	transparency	NOUN
ajebi-6055	213	18	requirements	requirement	NOUN
ajebi-6055	213	19	and	and	CCONJ
ajebi-6055	213	20	accuracy	accuracy	NOUN
ajebi-6055	213	21	requirements	requirement	NOUN
ajebi-6055	213	22	in	in	ADP
ajebi-6055	213	23	regulations	regulation	NOUN
ajebi-6055	213	24	(	(	PUNCT
ajebi-6055	213	25	e.g.	e.g.	ADV
ajebi-6055	213	26	eu	eu	PROPN
ajebi-6055	213	27	taxonomy	taxonomy	NOUN
ajebi-6055	213	28	,	,	PUNCT
ajebi-6055	213	29	sustainable	sustainable	ADJ
ajebi-6055	213	30	development	development	NOUN
ajebi-6055	213	31	goals	goal	NOUN
ajebi-6055	213	32	(	(	PUNCT
ajebi-6055	213	33	sdgs	sdgs	ADJ
ajebi-6055	213	34	)	)	PUNCT
ajebi-6055	213	35	)	)	PUNCT
ajebi-6055	213	36	.	.	PUNCT
ajebi-6055	214	1	•	•	NUM
ajebi-6055	214	2	stakeholder	stakeholder	NOUN
ajebi-6055	214	3	communication	communication	NOUN
ajebi-6055	214	4	:	:	PUNCT
ajebi-6055	214	5	data	data	NOUN
ajebi-6055	214	6	visualization	visualization	NOUN
ajebi-6055	214	7	,	,	PUNCT
ajebi-6055	214	8	predictive	predictive	ADJ
ajebi-6055	214	9	models	model	NOUN
ajebi-6055	214	10	will	will	AUX
ajebi-6055	214	11	help	help	VERB
ajebi-6055	214	12	explain	explain	VERB
ajebi-6055	214	13	to	to	ADP
ajebi-6055	214	14	the	the	DET
ajebi-6055	214	15	stake	stake	NOUN
ajebi-6055	214	16	holders	holder	NOUN
ajebi-6055	214	17	more	more	ADV
ajebi-6055	214	18	effectively	effectively	ADV
ajebi-6055	214	19	how	how	SCONJ
ajebi-6055	214	20	the	the	DET
ajebi-6055	214	21	firm	firm	NOUN
ajebi-6055	214	22	is	be	AUX
ajebi-6055	214	23	working	work	VERB
ajebi-6055	214	24	to	to	PART
ajebi-6055	214	25	mitigate	mitigate	VERB
ajebi-6055	214	26	the	the	DET
ajebi-6055	214	27	sustainability	sustainability	NOUN
ajebi-6055	214	28	risks	risk	NOUN
ajebi-6055	214	29	and	and	CCONJ
ajebi-6055	214	30	opportunities	opportunity	NOUN
ajebi-6055	214	31	.	.	PUNCT
ajebi-6055	215	1	the	the	DET
ajebi-6055	215	2	essential	essential	ADJ
ajebi-6055	215	3	advantages	advantage	NOUN
ajebi-6055	215	4	of	of	ADP
ajebi-6055	215	5	the	the	DET
ajebi-6055	215	6	esg	esg	NOUN
ajebi-6055	215	7	reporting	reporting	NOUN
ajebi-6055	215	8	model	model	NOUN
ajebi-6055	215	9	based	base	VERB
ajebi-6055	215	10	on	on	ADP
ajebi-6055	215	11	big	big	ADJ
ajebi-6055	215	12	data	datum	NOUN
ajebi-6055	215	13	are	be	AUX
ajebi-6055	215	14	:	:	PUNCT
ajebi-6055	215	15	enhanced	enhance	VERB
ajebi-6055	215	16	credibility	credibility	NOUN
ajebi-6055	215	17	the	the	DET
ajebi-6055	215	18	technology	technology	NOUN
ajebi-6055	215	19	that	that	PRON
ajebi-6055	215	20	ensures	ensure	VERB
ajebi-6055	215	21	the	the	DET
ajebi-6055	215	22	integrity	integrity	NOUN
ajebi-6055	215	23	of	of	ADP
ajebi-6055	215	24	the	the	DET
ajebi-6055	215	25	data	datum	NOUN
ajebi-6055	215	26	,	,	PUNCT
ajebi-6055	215	27	reduces	reduce	VERB
ajebi-6055	215	28	greenwashing	greenwashing	NOUN
ajebi-6055	215	29	,	,	PUNCT
ajebi-6055	215	30	and	and	CCONJ
ajebi-6055	215	31	makes	make	VERB
ajebi-6055	215	32	all	all	DET
ajebi-6055	215	33	disclosures	disclosure	NOUN
ajebi-6055	215	34	verifiable	verifiable	ADJ
ajebi-6055	215	35	and	and	CCONJ
ajebi-6055	215	36	factual	factual	ADJ
ajebi-6055	215	37	is	be	AUX
ajebi-6055	215	38	the	the	DET
ajebi-6055	215	39	blockchain	blockchain	PROPN
ajebi-6055	215	40	.	.	PUNCT
ajebi-6055	216	1	improved	improve	VERB
ajebi-6055	216	2	transparency	transparency	NOUN
ajebi-6055	216	3	the	the	DET
ajebi-6055	216	4	environmental	environmental	ADJ
ajebi-6055	216	5	impact	impact	NOUN
ajebi-6055	216	6	of	of	ADP
ajebi-6055	216	7	operations	operation	NOUN
ajebi-6055	216	8	can	can	AUX
ajebi-6055	216	9	easily	easily	ADV
ajebi-6055	216	10	be	be	AUX
ajebi-6055	216	11	monitored	monitor	VERB
ajebi-6055	216	12	in	in	ADP
ajebi-6055	216	13	real	real	ADJ
ajebi-6055	216	14	-	-	PUNCT
ajebi-6055	216	15	time	time	NOUN
ajebi-6055	216	16	using	use	VERB
ajebi-6055	216	17	iot	iot	ADJ
ajebi-6055	216	18	sensors	sensor	NOUN
ajebi-6055	216	19	and	and	CCONJ
ajebi-6055	216	20	satellite	satellite	NOUN
ajebi-6055	216	21	imaging	imaging	NOUN
ajebi-6055	216	22	.	.	PUNCT
ajebi-6055	217	1	predictive	predictive	ADJ
ajebi-6055	217	2	insights	insight	NOUN
ajebi-6055	217	3	predictive	predictive	ADJ
ajebi-6055	217	4	analytics	analytic	NOUN
ajebi-6055	217	5	can	can	AUX
ajebi-6055	217	6	be	be	AUX
ajebi-6055	217	7	used	use	VERB
ajebi-6055	217	8	to	to	PART
ajebi-6055	217	9	support	support	VERB
ajebi-6055	217	10	companies	company	NOUN
ajebi-6055	217	11	in	in	ADP
ajebi-6055	217	12	making	make	VERB
ajebi-6055	217	13	evidence	evidence	NOUN
ajebi-6055	217	14	-	-	PUNCT
ajebi-6055	217	15	based	base	VERB
ajebi-6055	217	16	decisions	decision	NOUN
ajebi-6055	217	17	to	to	PART
ajebi-6055	217	18	prevent	prevent	VERB
ajebi-6055	217	19	risks	risk	NOUN
ajebi-6055	217	20	(	(	PUNCT
ajebi-6055	217	21	e.g.	e.g.	ADV
ajebi-6055	217	22	,	,	PUNCT
ajebi-6055	217	23	climate	climate	NOUN
ajebi-6055	217	24	-	-	PUNCT
ajebi-6055	217	25	related	relate	VERB
ajebi-6055	217	26	events	event	NOUN
ajebi-6055	217	27	)	)	PUNCT
ajebi-6055	217	28	.	.	PUNCT
ajebi-6055	218	1	the	the	DET
ajebi-6055	218	2	structure	structure	NOUN
ajebi-6055	218	3	of	of	ADP
ajebi-6055	218	4	the	the	DET
ajebi-6055	218	5	standardization	standardization	NOUN
ajebi-6055	218	6	and	and	CCONJ
ajebi-6055	218	7	comparability	comparability	NOUN
ajebi-6055	218	8	the	the	DET
ajebi-6055	218	9	framework	framework	NOUN
ajebi-6055	218	10	also	also	ADV
ajebi-6055	218	11	standardizes	standardize	VERB
ajebi-6055	218	12	esg	esg	NOUN
ajebi-6055	218	13	metrics	metric	NOUN
ajebi-6055	218	14	,	,	PUNCT
ajebi-6055	218	15	so	so	SCONJ
ajebi-6055	218	16	that	that	SCONJ
ajebi-6055	218	17	where	where	SCONJ
ajebi-6055	218	18	companies	company	NOUN
ajebi-6055	218	19	are	be	AUX
ajebi-6055	218	20	compared	compare	VERB
ajebi-6055	218	21	,	,	PUNCT
ajebi-6055	218	22	they	they	PRON
ajebi-6055	218	23	can	can	AUX
ajebi-6055	218	24	equally	equally	ADV
ajebi-6055	218	25	be	be	AUX
ajebi-6055	218	26	judged	judge	VERB
ajebi-6055	218	27	,	,	PUNCT
ajebi-6055	218	28	even	even	ADV
ajebi-6055	218	29	when	when	SCONJ
ajebi-6055	218	30	the	the	DET
ajebi-6055	218	31	reporting	reporting	NOUN
ajebi-6055	218	32	standards	standard	NOUN
ajebi-6055	218	33	vary	vary	VERB
ajebi-6055	218	34	according	accord	VERB
ajebi-6055	218	35	to	to	ADP
ajebi-6055	218	36	the	the	DET
ajebi-6055	218	37	region	region	NOUN
ajebi-6055	218	38	.	.	PUNCT
ajebi-6055	219	1	cost	cost	NOUN
ajebi-6055	219	2	efficiency	efficiency	NOUN
ajebi-6055	219	3	the	the	DET
ajebi-6055	219	4	data	data	NOUN
ajebi-6055	219	5	analysis	analysis	NOUN
ajebi-6055	219	6	and	and	CCONJ
ajebi-6055	219	7	report	report	NOUN
ajebi-6055	219	8	creation	creation	NOUN
ajebi-6055	219	9	are	be	AUX
ajebi-6055	219	10	automated	automate	VERB
ajebi-6055	219	11	and	and	CCONJ
ajebi-6055	219	12	do	do	AUX
ajebi-6055	219	13	not	not	PART
ajebi-6055	219	14	require	require	VERB
ajebi-6055	219	15	any	any	DET
ajebi-6055	219	16	manual	manual	ADJ
ajebi-6055	219	17	procedures	procedure	NOUN
ajebi-6055	219	18	,	,	PUNCT
ajebi-6055	219	19	which	which	PRON
ajebi-6055	219	20	saves	save	VERB
ajebi-6055	219	21	time	time	NOUN
ajebi-6055	219	22	and	and	CCONJ
ajebi-6055	219	23	resources	resource	NOUN
ajebi-6055	219	24	.	.	PUNCT
ajebi-6055	220	1	visualizing	visualize	VERB
ajebi-6055	220	2	the	the	DET
ajebi-6055	220	3	framework	framework	NOUN
ajebi-6055	220	4	we	we	PRON
ajebi-6055	220	5	can	can	AUX
ajebi-6055	220	6	develop	develop	VERB
ajebi-6055	220	7	a	a	DET
ajebi-6055	220	8	flow	flow	NOUN
ajebi-6055	220	9	chart	chart	NOUN
ajebi-6055	220	10	or	or	CCONJ
ajebi-6055	220	11	diagram	diagram	NOUN
ajebi-6055	220	12	that	that	PRON
ajebi-6055	220	13	will	will	AUX
ajebi-6055	220	14	indicate	indicate	VERB
ajebi-6055	220	15	the	the	DET
ajebi-6055	220	16	framework	framework	NOUN
ajebi-6055	220	17	visually	visually	ADV
ajebi-6055	220	18	:	:	PUNCT
ajebi-6055	220	19	•	•	NUM
ajebi-6055	220	20	step	step	NOUN
ajebi-6055	220	21	1	1	NUM
ajebi-6055	220	22	data	datum	NOUN
ajebi-6055	220	23	sources	source	NOUN
ajebi-6055	220	24	and	and	CCONJ
ajebi-6055	220	25	technologies	technology	NOUN
ajebi-6055	220	26	(	(	PUNCT
ajebi-6055	220	27	iot	iot	PROPN
ajebi-6055	220	28	,	,	PUNCT
ajebi-6055	220	29	blockchain	blockchain	NOUN
ajebi-6055	220	30	,	,	PUNCT
ajebi-6055	220	31	figure	figure	VERB
ajebi-6055	220	32	1	1	NUM
ajebi-6055	220	33	:	:	PUNCT
ajebi-6055	220	34	framework	framework	NOUN
ajebi-6055	220	35	for	for	ADP
ajebi-6055	220	36	integrating	integrate	VERB
ajebi-6055	220	37	big	big	ADJ
ajebi-6055	220	38	data	datum	NOUN
ajebi-6055	220	39	into	into	ADP
ajebi-6055	220	40	esg	esg	PROPN
ajebi-6055	220	41	reporting	report	VERB
ajebi-6055	220	42	social	social	ADJ
ajebi-6055	220	43	media	medium	NOUN
ajebi-6055	220	44	,	,	PUNCT
ajebi-6055	220	45	satellite	satellite	NOUN
ajebi-6055	220	46	imaging	imaging	NOUN
ajebi-6055	220	47	,	,	PUNCT
ajebi-6055	220	48	corporate	corporate	ADJ
ajebi-6055	220	49	disclosures	disclosure	NOUN
ajebi-6055	220	50	)	)	PUNCT
ajebi-6055	220	51	.	.	PUNCT
ajebi-6055	221	1	•	•	NUM
ajebi-6055	221	2	step	step	NOUN
ajebi-6055	221	3	2	2	NUM
ajebi-6055	221	4	data	datum	NOUN
ajebi-6055	221	5	processing	processing	NOUN
ajebi-6055	221	6	and	and	CCONJ
ajebi-6055	221	7	analysis	analysis	NOUN
ajebi-6055	221	8	(	(	PUNCT
ajebi-6055	221	9	data	data	NOUN
ajebi-6055	221	10	integration	integration	NOUN
ajebi-6055	221	11	,	,	PUNCT
ajebi-6055	221	12	predictive	predictive	ADJ
ajebi-6055	221	13	analytics	analytic	NOUN
ajebi-6055	221	14	,	,	PUNCT
ajebi-6055	221	15	sentiment	sentiment	NOUN
ajebi-6055	221	16	analysis	analysis	NOUN
ajebi-6055	221	17	,	,	PUNCT
ajebi-6055	221	18	risk	risk	NOUN
ajebi-6055	221	19	models	model	NOUN
ajebi-6055	221	20	)	)	PUNCT
ajebi-6055	221	21	•	•	NUM
ajebi-6055	221	22	step	step	NOUN
ajebi-6055	221	23	3	3	NUM
ajebi-6055	221	24	reporting	reporting	NOUN
ajebi-6055	221	25	/	/	SYM
ajebi-6055	221	26	decision	decision	NOUN
ajebi-6055	221	27	-	-	PUNCT
ajebi-6055	221	28	making	making	NOUN
ajebi-6055	221	29	(	(	PUNCT
ajebi-6055	221	30	regulatory	regulatory	ADJ
ajebi-6055	221	31	compliance	compliance	NOUN
ajebi-6055	221	32	,	,	PUNCT
ajebi-6055	221	33	automated	automate	VERB
ajebi-6055	221	34	reports	report	NOUN
ajebi-6055	221	35	,	,	PUNCT
ajebi-6055	221	36	real	real	ADJ
ajebi-6055	221	37	time	time	NOUN
ajebi-6055	221	38	dashboards	dashboard	NOUN
ajebi-6055	221	39	)	)	PUNCT
ajebi-6055	221	40	.	.	PUNCT
ajebi-6055	222	1	results	result	NOUN
ajebi-6055	222	2	and	and	CCONJ
ajebi-6055	222	3	discussion	discussion	VERB
ajebi-6055	222	4	the	the	DET
ajebi-6055	222	5	analysis	analysis	NOUN
ajebi-6055	222	6	of	of	ADP
ajebi-6055	222	7	60	60	NUM
ajebi-6055	222	8	chosen	choose	VERB
ajebi-6055	222	9	works	work	NOUN
ajebi-6055	222	10	identified	identify	VERB
ajebi-6055	222	11	some	some	DET
ajebi-6055	222	12	important	important	ADJ
ajebi-6055	222	13	trends	trend	NOUN
ajebi-6055	222	14	in	in	ADP
ajebi-6055	222	15	using	use	VERB
ajebi-6055	222	16	big	big	ADJ
ajebi-6055	222	17	data	datum	NOUN
ajebi-6055	222	18	in	in	ADP
ajebi-6055	222	19	the	the	DET
ajebi-6055	222	20	esg	esg	NOUN
ajebi-6055	222	21	reporting	reporting	NOUN
ajebi-6055	222	22	.	.	PUNCT
ajebi-6055	223	1	publication	publication	NOUN
ajebi-6055	223	2	trend	trend	NOUN
ajebi-6055	223	3	(	(	PUNCT
ajebi-6055	223	4	2015–2025	2015–2025	NUM
ajebi-6055	223	5	)	)	PUNCT
ajebi-6055	223	6	publications	publication	NOUN
ajebi-6055	223	7	have	have	VERB
ajebi-6055	223	8	a	a	DET
ajebi-6055	223	9	gradual	gradual	ADJ
ajebi-6055	223	10	and	and	CCONJ
ajebi-6055	223	11	steady	steady	ADJ
ajebi-6055	223	12	increase	increase	NOUN
ajebi-6055	223	13	,	,	PUNCT
ajebi-6055	223	14	and	and	CCONJ
ajebi-6055	223	15	the	the	DET
ajebi-6055	223	16	attention	attention	NOUN
ajebi-6055	223	17	on	on	ADP
ajebi-6055	223	18	them	they	PRON
ajebi-6055	223	19	grows	grow	VERB
ajebi-6055	223	20	around	around	ADP
ajebi-6055	223	21	the	the	DET
ajebi-6055	223	22	world	world	NOUN
ajebi-6055	223	23	.	.	PUNCT
ajebi-6055	224	1	table	table	NOUN
ajebi-6055	224	2	2	2	NUM
ajebi-6055	224	3	:	:	PUNCT
ajebi-6055	224	4	publication	publication	NOUN
ajebi-6055	224	5	distribution	distribution	NOUN
ajebi-6055	224	6	by	by	ADP
ajebi-6055	224	7	year	year	NOUN
ajebi-6055	224	8	year	year	NOUN
ajebi-6055	224	9	no	no	INTJ
ajebi-6055	224	10	.	.	PUNCT
ajebi-6055	225	1	of	of	ADP
ajebi-6055	225	2	publications	publication	NOUN
ajebi-6055	225	3	2015–2017	2015–2017	NUM
ajebi-6055	225	4	5	5	NUM
ajebi-6055	225	5	2018–2019	2018–2019	NUM
ajebi-6055	225	6	10	10	NUM
ajebi-6055	225	7	2020–2021	2020–2021	NUM
ajebi-6055	225	8	15	15	NUM
ajebi-6055	225	9	2022–2023	2022–2023	NUM
ajebi-6055	225	10	18	18	NUM
ajebi-6055	225	11	2024–2025	2024–2025	NUM
ajebi-6055	225	12	12	12	NUM
ajebi-6055	225	13	total	total	ADJ
ajebi-6055	225	14	60	60	NUM
ajebi-6055	225	15	table	table	NOUN
ajebi-6055	225	16	3	3	NUM
ajebi-6055	225	17	:	:	PUNCT
ajebi-6055	225	18	regional	regional	ADJ
ajebi-6055	225	19	focus	focus	NOUN
ajebi-6055	225	20	of	of	ADP
ajebi-6055	225	21	esg	esg	PROPN
ajebi-6055	225	22	big	big	PROPN
ajebi-6055	225	23	data	data	PROPN
ajebi-6055	225	24	research	research	NOUN
ajebi-6055	225	25	region	region	NOUN
ajebi-6055	225	26	no	no	INTJ
ajebi-6055	225	27	.	.	PUNCT
ajebi-6055	225	28	of	of	ADP
ajebi-6055	225	29	studies	study	NOUN
ajebi-6055	225	30	%	%	NOUN
ajebi-6055	225	31	of	of	ADP
ajebi-6055	225	32	total	total	ADJ
ajebi-6055	225	33	europe	europe	PROPN
ajebi-6055	225	34	20	20	NUM
ajebi-6055	225	35	33	33	NUM
ajebi-6055	225	36	%	%	NOUN
ajebi-6055	225	37	north	north	PROPN
ajebi-6055	225	38	america	america	PROPN
ajebi-6055	225	39	15	15	NUM
ajebi-6055	225	40	25	25	NUM
ajebi-6055	225	41	%	%	NOUN
ajebi-6055	225	42	asia	asia	PROPN
ajebi-6055	225	43	-	-	PUNCT
ajebi-6055	225	44	pacific	pacific	PROPN
ajebi-6055	225	45	18	18	NUM
ajebi-6055	225	46	30	30	NUM
ajebi-6055	225	47	%	%	NOUN
ajebi-6055	225	48	africa	africa	PROPN
ajebi-6055	225	49	4	4	NUM
ajebi-6055	225	50	7	7	NUM
ajebi-6055	225	51	%	%	NOUN
ajebi-6055	225	52	latin	latin	PROPN
ajebi-6055	225	53	america	america	PROPN
ajebi-6055	225	54	3	3	NUM
ajebi-6055	225	55	5	5	NUM
ajebi-6055	225	56	%	%	NOUN
ajebi-6055	225	57	total	total	NOUN
ajebi-6055	225	58	60	60	NUM
ajebi-6055	225	59	100	100	NUM
ajebi-6055	225	60	%	%	NOUN
ajebi-6055	225	61	regional	regional	ADJ
ajebi-6055	225	62	distribution	distribution	NOUN
ajebi-6055	225	63	of	of	ADP
ajebi-6055	225	64	studies	study	NOUN
ajebi-6055	225	65	pa	pa	PROPN
ajebi-6055	225	66	ge	ge	PROPN
ajebi-6055	225	67	13	13	NUM
ajebi-6055	225	68	2	2	NUM
ajebi-6055	225	69	https://journals.e-palli.com/home/index.php/ajebi	https://journals.e-palli.com/home/index.php/ajebi	NUM
ajebi-6055	225	70	am	am	NOUN
ajebi-6055	225	71	.	.	PUNCT
ajebi-6055	226	1	j.	j.	PROPN
ajebi-6055	226	2	econ	econ	PROPN
ajebi-6055	226	3	.	.	PUNCT
ajebi-6055	226	4	bus	bus	PROPN
ajebi-6055	226	5	.	.	PUNCT
ajebi-6055	227	1	innov	innov	PROPN
ajebi-6055	227	2	.	.	PUNCT
ajebi-6055	228	1	4(3	4(3	NUM
ajebi-6055	228	2	)	)	PUNCT
ajebi-6055	228	3	125	125	NUM
ajebi-6055	228	4	-	-	SYM
ajebi-6055	228	5	133	133	NUM
ajebi-6055	228	6	,	,	PUNCT
ajebi-6055	228	7	2025	2025	NUM
ajebi-6055	228	8	discussion	discussion	NOUN
ajebi-6055	228	9	this	this	DET
ajebi-6055	228	10	systematic	systematic	ADJ
ajebi-6055	228	11	literature	literature	NOUN
ajebi-6055	228	12	review	review	NOUN
ajebi-6055	228	13	indicates	indicate	VERB
ajebi-6055	228	14	that	that	SCONJ
ajebi-6055	228	15	the	the	DET
ajebi-6055	228	16	contribution	contribution	NOUN
ajebi-6055	228	17	of	of	ADP
ajebi-6055	228	18	big	big	ADJ
ajebi-6055	228	19	data	datum	NOUN
ajebi-6055	228	20	in	in	ADP
ajebi-6055	228	21	influencing	influence	VERB
ajebi-6055	228	22	esg	esg	NOUN
ajebi-6055	228	23	reporting	reporting	NOUN
ajebi-6055	228	24	in	in	ADP
ajebi-6055	228	25	2015	2015	NUM
ajebi-6055	228	26	-	-	SYM
ajebi-6055	228	27	2025	2025	NUM
ajebi-6055	228	28	is	be	AUX
ajebi-6055	228	29	on	on	ADP
ajebi-6055	228	30	the	the	DET
ajebi-6055	228	31	increase	increase	NOUN
ajebi-6055	228	32	.	.	PUNCT
ajebi-6055	229	1	the	the	DET
ajebi-6055	229	2	overall	overall	ADJ
ajebi-6055	229	3	increase	increase	NOUN
ajebi-6055	229	4	in	in	ADP
ajebi-6055	229	5	publications	publication	NOUN
ajebi-6055	229	6	(	(	PUNCT
ajebi-6055	229	7	table	table	NOUN
ajebi-6055	229	8	2	2	NUM
ajebi-6055	229	9	)	)	PUNCT
ajebi-6055	229	10	reflects	reflect	VERB
ajebi-6055	229	11	a	a	DET
ajebi-6055	229	12	certain	certain	ADJ
ajebi-6055	229	13	acknowledgment	acknowledgment	NOUN
ajebi-6055	229	14	of	of	ADP
ajebi-6055	229	15	the	the	DET
ajebi-6055	229	16	necessity	necessity	NOUN
ajebi-6055	229	17	to	to	PART
ajebi-6055	229	18	incorporate	incorporate	VERB
ajebi-6055	229	19	the	the	DET
ajebi-6055	229	20	advanced	advanced	ADJ
ajebi-6055	229	21	data	datum	NOUN
ajebi-6055	229	22	analytics	analytic	NOUN
ajebi-6055	229	23	into	into	ADP
ajebi-6055	229	24	the	the	DET
ajebi-6055	229	25	sustainability	sustainability	NOUN
ajebi-6055	229	26	and	and	CCONJ
ajebi-6055	229	27	governance	governance	NOUN
ajebi-6055	229	28	practice	practice	NOUN
ajebi-6055	229	29	.	.	PUNCT
ajebi-6055	230	1	the	the	DET
ajebi-6055	230	2	highest	high	ADJ
ajebi-6055	230	3	level	level	NOUN
ajebi-6055	230	4	in	in	ADP
ajebi-6055	230	5	20222023	20222023	NUM
ajebi-6055	230	6	is	be	AUX
ajebi-6055	230	7	associated	associate	VERB
ajebi-6055	230	8	with	with	ADP
ajebi-6055	230	9	more	more	ADV
ajebi-6055	230	10	worldwide	worldwide	ADJ
ajebi-6055	230	11	policies	policy	NOUN
ajebi-6055	230	12	being	be	AUX
ajebi-6055	230	13	dedicated	dedicate	VERB
ajebi-6055	230	14	to	to	ADP
ajebi-6055	230	15	sustainable	sustainable	ADJ
ajebi-6055	230	16	development	development	NOUN
ajebi-6055	230	17	,	,	PUNCT
ajebi-6055	230	18	including	include	VERB
ajebi-6055	230	19	the	the	DET
ajebi-6055	230	20	sustainable	sustainable	ADJ
ajebi-6055	230	21	development	development	NOUN
ajebi-6055	230	22	goals	goal	NOUN
ajebi-6055	230	23	(	(	PUNCT
ajebi-6055	230	24	sdgs	sdgs	ADJ
ajebi-6055	230	25	)	)	PUNCT
ajebi-6055	230	26	of	of	ADP
ajebi-6055	230	27	the	the	DET
ajebi-6055	230	28	united	united	PROPN
ajebi-6055	230	29	nations	nations	PROPN
ajebi-6055	230	30	and	and	CCONJ
ajebi-6055	230	31	the	the	DET
ajebi-6055	230	32	european	european	PROPN
ajebi-6055	230	33	union	union	PROPN
ajebi-6055	230	34	corporate	corporate	ADJ
ajebi-6055	230	35	sustainability	sustainability	NOUN
ajebi-6055	230	36	reporting	report	VERB
ajebi-6055	230	37	directive	directive	NOUN
ajebi-6055	230	38	(	(	PUNCT
ajebi-6055	230	39	csrd	csrd	NOUN
ajebi-6055	230	40	)	)	PUNCT
ajebi-6055	230	41	.	.	PUNCT
ajebi-6055	231	1	this	this	PRON
ajebi-6055	231	2	implies	imply	VERB
ajebi-6055	231	3	that	that	SCONJ
ajebi-6055	231	4	research	research	NOUN
ajebi-6055	231	5	development	development	NOUN
ajebi-6055	231	6	in	in	ADP
ajebi-6055	231	7	this	this	DET
ajebi-6055	231	8	area	area	NOUN
ajebi-6055	231	9	is	be	AUX
ajebi-6055	231	10	greatly	greatly	ADV
ajebi-6055	231	11	affected	affect	VERB
ajebi-6055	231	12	by	by	ADP
ajebi-6055	231	13	the	the	DET
ajebi-6055	231	14	regulatory	regulatory	ADJ
ajebi-6055	231	15	frameworks	framework	NOUN
ajebi-6055	231	16	.	.	PUNCT
ajebi-6055	232	1	regionally	regionally	ADV
ajebi-6055	232	2	,	,	PUNCT
ajebi-6055	232	3	europe	europe	PROPN
ajebi-6055	232	4	and	and	CCONJ
ajebi-6055	232	5	asia	asia	PROPN
ajebi-6055	232	6	-	-	PUNCT
ajebi-6055	232	7	pacific	pacific	PROPN
ajebi-6055	232	8	are	be	AUX
ajebi-6055	232	9	the	the	DET
ajebi-6055	232	10	major	major	ADJ
ajebi-6055	232	11	contributors	contributor	NOUN
ajebi-6055	232	12	to	to	ADP
ajebi-6055	232	13	the	the	DET
ajebi-6055	232	14	literature	literature	NOUN
ajebi-6055	232	15	as	as	SCONJ
ajebi-6055	232	16	they	they	PRON
ajebi-6055	232	17	constituted	constitute	VERB
ajebi-6055	232	18	more	more	ADJ
ajebi-6055	232	19	than	than	ADP
ajebi-6055	232	20	60	60	NUM
ajebi-6055	232	21	%	%	NOUN
ajebi-6055	232	22	of	of	ADP
ajebi-6055	232	23	the	the	DET
ajebi-6055	232	24	reviewed	review	VERB
ajebi-6055	232	25	literature	literature	NOUN
ajebi-6055	232	26	(	(	PUNCT
ajebi-6055	232	27	table	table	NOUN
ajebi-6055	232	28	3	3	NUM
ajebi-6055	232	29	)	)	PUNCT
ajebi-6055	232	30	.	.	PUNCT
ajebi-6055	233	1	strict	strict	ADJ
ajebi-6055	233	2	esg	esg	PROPN
ajebi-6055	233	3	reporting	reporting	NOUN
ajebi-6055	233	4	requirements	requirement	NOUN
ajebi-6055	233	5	and	and	CCONJ
ajebi-6055	233	6	well	well	ADV
ajebi-6055	233	7	-	-	PUNCT
ajebi-6055	233	8	developed	develop	VERB
ajebi-6055	233	9	data	data	NOUN
ajebi-6055	233	10	governance	governance	NOUN
ajebi-6055	233	11	frameworks	framework	NOUN
ajebi-6055	233	12	can	can	AUX
ajebi-6055	233	13	explain	explain	VERB
ajebi-6055	233	14	why	why	SCONJ
ajebi-6055	233	15	europe	europe	PROPN
ajebi-6055	233	16	is	be	AUX
ajebi-6055	233	17	a	a	DET
ajebi-6055	233	18	leader	leader	NOUN
ajebi-6055	233	19	in	in	ADP
ajebi-6055	233	20	the	the	DET
ajebi-6055	233	21	area	area	NOUN
ajebi-6055	233	22	,	,	PUNCT
ajebi-6055	233	23	whereas	whereas	SCONJ
ajebi-6055	233	24	asia	asia	PROPN
ajebi-6055	233	25	-	-	PUNCT
ajebi-6055	233	26	pacific	pacific	PROPN
ajebi-6055	233	27	currently	currently	ADV
ajebi-6055	233	28	presents	present	VERB
ajebi-6055	233	29	a	a	DET
ajebi-6055	233	30	significant	significant	ADJ
ajebi-6055	233	31	interest	interest	NOUN
ajebi-6055	233	32	because	because	SCONJ
ajebi-6055	233	33	of	of	ADP
ajebi-6055	233	34	its	its	PRON
ajebi-6055	233	35	accelerated	accelerate	VERB
ajebi-6055	233	36	digital	digital	ADJ
ajebi-6055	233	37	transformation	transformation	NOUN
ajebi-6055	233	38	and	and	CCONJ
ajebi-6055	233	39	newly	newly	ADV
ajebi-6055	233	40	developed	develop	VERB
ajebi-6055	233	41	sustainability	sustainability	NOUN
ajebi-6055	233	42	agendas	agenda	NOUN
ajebi-6055	233	43	.	.	PUNCT
ajebi-6055	234	1	in	in	ADP
ajebi-6055	234	2	comparison	comparison	NOUN
ajebi-6055	234	3	,	,	PUNCT
ajebi-6055	234	4	africa	africa	PROPN
ajebi-6055	234	5	and	and	CCONJ
ajebi-6055	234	6	latin	latin	PROPN
ajebi-6055	234	7	america	america	PROPN
ajebi-6055	234	8	are	be	AUX
ajebi-6055	234	9	underrepresented	underrepresente	VERB
ajebi-6055	234	10	,	,	PUNCT
ajebi-6055	234	11	which	which	PRON
ajebi-6055	234	12	is	be	AUX
ajebi-6055	234	13	a	a	DET
ajebi-6055	234	14	sign	sign	NOUN
ajebi-6055	234	15	of	of	ADP
ajebi-6055	234	16	weaker	weak	ADJ
ajebi-6055	234	17	institutional	institutional	ADJ
ajebi-6055	234	18	frameworks	framework	NOUN
ajebi-6055	234	19	,	,	PUNCT
ajebi-6055	234	20	less	less	ADV
ajebi-6055	234	21	developed	develop	VERB
ajebi-6055	234	22	infrastructure	infrastructure	NOUN
ajebi-6055	234	23	in	in	ADP
ajebi-6055	234	24	the	the	DET
ajebi-6055	234	25	context	context	NOUN
ajebi-6055	234	26	of	of	ADP
ajebi-6055	234	27	big	big	ADJ
ajebi-6055	234	28	data	datum	NOUN
ajebi-6055	234	29	,	,	PUNCT
ajebi-6055	234	30	and	and	CCONJ
ajebi-6055	234	31	less	less	ADJ
ajebi-6055	234	32	funding	funding	NOUN
ajebi-6055	234	33	of	of	ADP
ajebi-6055	234	34	research	research	NOUN
ajebi-6055	234	35	.	.	PUNCT
ajebi-6055	235	1	this	this	DET
ajebi-6055	235	2	inequity	inequity	NOUN
ajebi-6055	235	3	highlights	highlight	VERB
ajebi-6055	235	4	the	the	DET
ajebi-6055	235	5	necessity	necessity	NOUN
ajebi-6055	235	6	of	of	ADP
ajebi-6055	235	7	more	more	ADV
ajebi-6055	235	8	comprehensive	comprehensive	ADJ
ajebi-6055	235	9	international	international	ADJ
ajebi-6055	235	10	studies	study	NOUN
ajebi-6055	235	11	which	which	PRON
ajebi-6055	235	12	take	take	VERB
ajebi-6055	235	13	into	into	ADP
ajebi-6055	235	14	account	account	NOUN
ajebi-6055	235	15	the	the	DET
ajebi-6055	235	16	regional	regional	ADJ
ajebi-6055	235	17	difference	difference	NOUN
ajebi-6055	235	18	in	in	ADP
ajebi-6055	235	19	technological	technological	ADJ
ajebi-6055	235	20	potential	potential	NOUN
ajebi-6055	235	21	and	and	CCONJ
ajebi-6055	235	22	esg	esg	NOUN
ajebi-6055	235	23	issues	issue	NOUN
ajebi-6055	235	24	.	.	PUNCT
ajebi-6055	236	1	with	with	ADP
ajebi-6055	236	2	respect	respect	NOUN
ajebi-6055	236	3	to	to	ADP
ajebi-6055	236	4	thematic	thematic	ADJ
ajebi-6055	236	5	coverage	coverage	NOUN
ajebi-6055	236	6	,	,	PUNCT
ajebi-6055	236	7	the	the	DET
ajebi-6055	236	8	review	review	NOUN
ajebi-6055	236	9	indicates	indicate	VERB
ajebi-6055	236	10	that	that	SCONJ
ajebi-6055	236	11	,	,	PUNCT
ajebi-6055	236	12	environmental	environmental	ADJ
ajebi-6055	236	13	dimensions	dimension	NOUN
ajebi-6055	236	14	are	be	AUX
ajebi-6055	236	15	covered	cover	VERB
ajebi-6055	236	16	most	most	ADV
ajebi-6055	236	17	with	with	ADP
ajebi-6055	236	18	over	over	ADP
ajebi-6055	236	19	fifty	fifty	NUM
ajebi-6055	236	20	percent	percent	NOUN
ajebi-6055	236	21	of	of	ADP
ajebi-6055	236	22	the	the	DET
ajebi-6055	236	23	studies	study	NOUN
ajebi-6055	236	24	(	(	PUNCT
ajebi-6055	236	25	table	table	NOUN
ajebi-6055	236	26	4	4	NUM
ajebi-6055	236	27	)	)	PUNCT
ajebi-6055	236	28	.	.	PUNCT
ajebi-6055	237	1	this	this	DET
ajebi-6055	237	2	emphasis	emphasis	NOUN
ajebi-6055	237	3	is	be	AUX
ajebi-6055	237	4	aligned	align	VERB
ajebi-6055	237	5	with	with	ADP
ajebi-6055	237	6	the	the	DET
ajebi-6055	237	7	international	international	ADJ
ajebi-6055	237	8	acuity	acuity	NOUN
ajebi-6055	237	9	of	of	ADP
ajebi-6055	237	10	climate	climate	NOUN
ajebi-6055	237	11	change	change	NOUN
ajebi-6055	237	12	,	,	PUNCT
ajebi-6055	237	13	carbon	carbon	NOUN
ajebi-6055	237	14	emission	emission	NOUN
ajebi-6055	237	15	,	,	PUNCT
ajebi-6055	237	16	and	and	CCONJ
ajebi-6055	237	17	renewable	renewable	ADJ
ajebi-6055	237	18	energy	energy	NOUN
ajebi-6055	237	19	shift	shift	NOUN
ajebi-6055	237	20	.	.	PUNCT
ajebi-6055	238	1	nonetheless	nonetheless	ADV
ajebi-6055	238	2	,	,	PUNCT
ajebi-6055	238	3	the	the	DET
ajebi-6055	238	4	relatively	relatively	ADV
ajebi-6055	238	5	small	small	ADJ
ajebi-6055	238	6	focus	focus	NOUN
ajebi-6055	238	7	on	on	ADP
ajebi-6055	238	8	social	social	ADJ
ajebi-6055	238	9	and	and	CCONJ
ajebi-6055	238	10	governance	governance	NOUN
ajebi-6055	238	11	points	point	VERB
ajebi-6055	238	12	out	out	ADP
ajebi-6055	238	13	a	a	DET
ajebi-6055	238	14	disconnection	disconnection	NOUN
ajebi-6055	238	15	in	in	ADP
ajebi-6055	238	16	overall	overall	ADJ
ajebi-6055	238	17	esg	esg	PROPN
ajebi-6055	238	18	research	research	NOUN
ajebi-6055	238	19	.	.	PUNCT
ajebi-6055	239	1	social	social	ADJ
ajebi-6055	239	2	concerns	concern	NOUN
ajebi-6055	239	3	like	like	ADP
ajebi-6055	239	4	labor	labor	NOUN
ajebi-6055	239	5	rights	right	NOUN
ajebi-6055	239	6	,	,	PUNCT
ajebi-6055	239	7	diversity	diversity	NOUN
ajebi-6055	239	8	and	and	CCONJ
ajebi-6055	239	9	community	community	NOUN
ajebi-6055	239	10	impacts	impact	NOUN
ajebi-6055	239	11	are	be	AUX
ajebi-6055	239	12	getting	get	VERB
ajebi-6055	239	13	more	more	ADJ
ajebi-6055	239	14	and	and	CCONJ
ajebi-6055	239	15	more	more	ADV
ajebi-6055	239	16	topical	topical	ADJ
ajebi-6055	239	17	to	to	ADP
ajebi-6055	239	18	the	the	DET
ajebi-6055	239	19	stakeholders	stakeholder	NOUN
ajebi-6055	239	20	,	,	PUNCT
ajebi-6055	239	21	but	but	CCONJ
ajebi-6055	239	22	are	be	AUX
ajebi-6055	239	23	not	not	PART
ajebi-6055	239	24	studied	study	VERB
ajebi-6055	239	25	properly	properly	ADV
ajebi-6055	239	26	.	.	PUNCT
ajebi-6055	240	1	similarly	similarly	ADV
ajebi-6055	240	2	,	,	PUNCT
ajebi-6055	240	3	governance	governance	NOUN
ajebi-6055	240	4	-	-	PUNCT
ajebi-6055	240	5	related	relate	VERB
ajebi-6055	240	6	big	big	ADJ
ajebi-6055	240	7	data	datum	NOUN
ajebi-6055	240	8	applications	application	NOUN
ajebi-6055	240	9	—	—	PUNCT
ajebi-6055	240	10	such	such	ADJ
ajebi-6055	240	11	as	as	ADP
ajebi-6055	240	12	fraud	fraud	NOUN
ajebi-6055	240	13	detection	detection	NOUN
ajebi-6055	240	14	,	,	PUNCT
ajebi-6055	240	15	transparency	transparency	NOUN
ajebi-6055	240	16	,	,	PUNCT
ajebi-6055	240	17	and	and	CCONJ
ajebi-6055	240	18	compliance	compliance	NOUN
ajebi-6055	240	19	monitoring	monitoring	NOUN
ajebi-6055	240	20	—	—	PUNCT
ajebi-6055	240	21	deserve	deserve	VERB
ajebi-6055	240	22	greater	great	ADJ
ajebi-6055	240	23	emphasis	emphasis	NOUN
ajebi-6055	240	24	in	in	ADP
ajebi-6055	240	25	future	future	ADJ
ajebi-6055	240	26	research	research	NOUN
ajebi-6055	240	27	.	.	PUNCT
ajebi-6055	241	1	methodological	methodological	ADJ
ajebi-6055	241	2	trends	trend	NOUN
ajebi-6055	241	3	are	be	AUX
ajebi-6055	241	4	also	also	ADV
ajebi-6055	241	5	pointed	point	VERB
ajebi-6055	241	6	out	out	ADP
ajebi-6055	241	7	in	in	ADP
ajebi-6055	241	8	the	the	DET
ajebi-6055	241	9	results	result	NOUN
ajebi-6055	241	10	.	.	PUNCT
ajebi-6055	242	1	a	a	DET
ajebi-6055	242	2	substantial	substantial	ADJ
ajebi-6055	242	3	number	number	NOUN
ajebi-6055	242	4	of	of	ADP
ajebi-6055	242	5	studies	study	NOUN
ajebi-6055	242	6	use	use	VERB
ajebi-6055	242	7	structured	structured	ADJ
ajebi-6055	242	8	datasets	dataset	NOUN
ajebi-6055	242	9	(	(	PUNCT
ajebi-6055	242	10	e.g.	e.g.	ADV
ajebi-6055	242	11	,	,	PUNCT
ajebi-6055	242	12	emissions	emission	NOUN
ajebi-6055	242	13	record	record	NOUN
ajebi-6055	242	14	,	,	PUNCT
ajebi-6055	242	15	financial	financial	ADJ
ajebi-6055	242	16	disclosures	disclosure	NOUN
ajebi-6055	242	17	)	)	PUNCT
ajebi-6055	242	18	,	,	PUNCT
ajebi-6055	242	19	whereas	whereas	SCONJ
ajebi-6055	242	20	less	less	ADJ
ajebi-6055	242	21	are	be	AUX
ajebi-6055	242	22	based	base	VERB
ajebi-6055	242	23	on	on	ADP
ajebi-6055	242	24	unstructured	unstructured	ADJ
ajebi-6055	242	25	big	big	ADJ
ajebi-6055	242	26	data	datum	NOUN
ajebi-6055	242	27	(	(	PUNCT
ajebi-6055	242	28	e.g.	e.g.	ADV
ajebi-6055	242	29	,	,	PUNCT
ajebi-6055	242	30	social	social	ADJ
ajebi-6055	242	31	media	medium	NOUN
ajebi-6055	242	32	,	,	PUNCT
ajebi-6055	242	33	satellite	satellite	NOUN
ajebi-6055	242	34	images	image	NOUN
ajebi-6055	242	35	,	,	PUNCT
ajebi-6055	242	36	iot	iot	NOUN
ajebi-6055	242	37	-	-	PUNCT
ajebi-6055	242	38	generated	generate	VERB
ajebi-6055	242	39	data	datum	NOUN
ajebi-6055	242	40	)	)	PUNCT
ajebi-6055	242	41	.	.	PUNCT
ajebi-6055	243	1	this	this	PRON
ajebi-6055	243	2	indicates	indicate	VERB
ajebi-6055	243	3	a	a	DET
ajebi-6055	243	4	possibility	possibility	NOUN
ajebi-6055	243	5	of	of	ADP
ajebi-6055	243	6	further	further	ADJ
ajebi-6055	243	7	research	research	NOUN
ajebi-6055	243	8	to	to	PART
ajebi-6055	243	9	take	take	VERB
ajebi-6055	243	10	advantage	advantage	NOUN
ajebi-6055	243	11	of	of	ADP
ajebi-6055	243	12	more	more	ADV
ajebi-6055	243	13	varied	varied	ADJ
ajebi-6055	243	14	and	and	CCONJ
ajebi-6055	243	15	real	real	ADJ
ajebi-6055	243	16	-	-	PUNCT
ajebi-6055	243	17	time	time	NOUN
ajebi-6055	243	18	data	datum	NOUN
ajebi-6055	243	19	streams	stream	NOUN
ajebi-6055	243	20	to	to	PART
ajebi-6055	243	21	enhance	enhance	VERB
ajebi-6055	243	22	the	the	DET
ajebi-6055	243	23	granularity	granularity	NOUN
ajebi-6055	243	24	and	and	CCONJ
ajebi-6055	243	25	timeliness	timeliness	NOUN
ajebi-6055	243	26	of	of	ADP
ajebi-6055	243	27	esg	esg	PROPN
ajebi-6055	243	28	reporting	reporting	NOUN
ajebi-6055	243	29	.	.	PUNCT
ajebi-6055	244	1	further	far	ADV
ajebi-6055	244	2	,	,	PUNCT
ajebi-6055	244	3	although	although	SCONJ
ajebi-6055	244	4	machine	machine	NOUN
ajebi-6055	244	5	learning	learning	NOUN
ajebi-6055	244	6	and	and	CCONJ
ajebi-6055	244	7	natural	natural	ADJ
ajebi-6055	244	8	language	language	NOUN
ajebi-6055	244	9	processing	processing	NOUN
ajebi-6055	244	10	are	be	AUX
ajebi-6055	244	11	often	often	ADV
ajebi-6055	244	12	implemented	implement	VERB
ajebi-6055	244	13	,	,	PUNCT
ajebi-6055	244	14	methods	method	NOUN
ajebi-6055	244	15	like	like	ADP
ajebi-6055	244	16	deep	deep	ADJ
ajebi-6055	244	17	learning	learning	NOUN
ajebi-6055	244	18	,	,	PUNCT
ajebi-6055	244	19	graph	graph	NOUN
ajebi-6055	244	20	analytics	analytic	NOUN
ajebi-6055	244	21	,	,	PUNCT
ajebi-6055	244	22	and	and	CCONJ
ajebi-6055	244	23	explainable	explainable	ADJ
ajebi-6055	244	24	ai	ai	VERB
ajebi-6055	244	25	have	have	AUX
ajebi-6055	244	26	not	not	PART
ajebi-6055	244	27	been	be	AUX
ajebi-6055	244	28	fully	fully	ADV
ajebi-6055	244	29	used	use	VERB
ajebi-6055	244	30	.	.	PUNCT
ajebi-6055	245	1	this	this	DET
ajebi-6055	245	2	adoption	adoption	NOUN
ajebi-6055	245	3	may	may	AUX
ajebi-6055	245	4	enhance	enhance	VERB
ajebi-6055	245	5	predictive	predictive	ADJ
ajebi-6055	245	6	capacities	capacity	NOUN
ajebi-6055	245	7	and	and	CCONJ
ajebi-6055	245	8	transparency	transparency	NOUN
ajebi-6055	245	9	in	in	ADP
ajebi-6055	245	10	esg	esg	PROPN
ajebi-6055	245	11	assessment	assessment	NOUN
ajebi-6055	245	12	to	to	ADP
ajebi-6055	245	13	great	great	ADJ
ajebi-6055	245	14	lengths	length	NOUN
ajebi-6055	245	15	.	.	PUNCT
ajebi-6055	246	1	on	on	ADP
ajebi-6055	246	2	the	the	DET
ajebi-6055	246	3	whole	whole	NOUN
ajebi-6055	246	4	,	,	PUNCT
ajebi-6055	246	5	the	the	DET
ajebi-6055	246	6	discussion	discussion	NOUN
ajebi-6055	246	7	highlights	highlight	VERB
ajebi-6055	246	8	that	that	SCONJ
ajebi-6055	246	9	big	big	ADJ
ajebi-6055	246	10	data	data	NOUN
ajebi-6055	246	11	is	be	AUX
ajebi-6055	246	12	transforming	transform	VERB
ajebi-6055	246	13	esg	esg	NOUN
ajebi-6055	246	14	reporting	reporting	NOUN
ajebi-6055	246	15	by	by	ADP
ajebi-6055	246	16	improving	improve	VERB
ajebi-6055	246	17	transparency	transparency	NOUN
ajebi-6055	246	18	,	,	PUNCT
ajebi-6055	246	19	accountability	accountability	NOUN
ajebi-6055	246	20	and	and	CCONJ
ajebi-6055	246	21	decision	decision	NOUN
ajebi-6055	246	22	-	-	PUNCT
ajebi-6055	246	23	making	making	NOUN
ajebi-6055	246	24	.	.	PUNCT
ajebi-6055	247	1	nevertheless	nevertheless	ADV
ajebi-6055	247	2	,	,	PUNCT
ajebi-6055	247	3	regional	regional	ADJ
ajebi-6055	247	4	asymmetries	asymmetry	NOUN
ajebi-6055	247	5	,	,	PUNCT
ajebi-6055	247	6	thematic	thematic	ADJ
ajebi-6055	247	7	and	and	CCONJ
ajebi-6055	247	8	methodological	methodological	ADJ
ajebi-6055	247	9	shortcomings	shortcoming	NOUN
ajebi-6055	247	10	are	be	AUX
ajebi-6055	247	11	still	still	ADV
ajebi-6055	247	12	impediments	impediment	NOUN
ajebi-6055	247	13	to	to	ADP
ajebi-6055	247	14	the	the	DET
ajebi-6055	247	15	realization	realization	NOUN
ajebi-6055	247	16	of	of	ADP
ajebi-6055	247	17	holistic	holistic	ADJ
ajebi-6055	247	18	esb	esb	NOUN
ajebi-6055	247	19	integration	integration	NOUN
ajebi-6055	247	20	.	.	PUNCT
ajebi-6055	248	1	to	to	PART
ajebi-6055	248	2	close	close	VERB
ajebi-6055	248	3	these	these	DET
ajebi-6055	248	4	gaps	gap	NOUN
ajebi-6055	248	5	,	,	PUNCT
ajebi-6055	248	6	the	the	DET
ajebi-6055	248	7	world	world	NOUN
ajebi-6055	248	8	needs	need	VERB
ajebi-6055	248	9	to	to	PART
ajebi-6055	248	10	come	come	VERB
ajebi-6055	248	11	together	together	ADV
ajebi-6055	248	12	on	on	ADP
ajebi-6055	248	13	research	research	NOUN
ajebi-6055	248	14	,	,	PUNCT
ajebi-6055	248	15	the	the	DET
ajebi-6055	248	16	wider	wide	ADJ
ajebi-6055	248	17	uptake	uptake	NOUN
ajebi-6055	248	18	of	of	ADP
ajebi-6055	248	19	sophisticated	sophisticated	ADJ
ajebi-6055	248	20	approaches	approach	NOUN
ajebi-6055	248	21	to	to	ADP
ajebi-6055	248	22	data	datum	NOUN
ajebi-6055	248	23	,	,	PUNCT
ajebi-6055	248	24	and	and	CCONJ
ajebi-6055	248	25	measures	measure	NOUN
ajebi-6055	248	26	to	to	PART
ajebi-6055	248	27	foster	foster	VERB
ajebi-6055	248	28	standardized	standardized	ADJ
ajebi-6055	248	29	and	and	CCONJ
ajebi-6055	248	30	transparent	transparent	ADJ
ajebi-6055	248	31	esg	esg	NOUN
ajebi-6055	248	32	reporting	reporting	NOUN
ajebi-6055	248	33	systems	system	NOUN
ajebi-6055	248	34	.	.	PUNCT
ajebi-6055	249	1	conclusion	conclusion	NOUN
ajebi-6055	249	2	the	the	DET
ajebi-6055	249	3	review	review	NOUN
ajebi-6055	249	4	confirms	confirm	VERB
ajebi-6055	249	5	that	that	SCONJ
ajebi-6055	249	6	big	big	ADJ
ajebi-6055	249	7	data	datum	NOUN
ajebi-6055	249	8	has	have	AUX
ajebi-6055	249	9	demonstrated	demonstrate	VERB
ajebi-6055	249	10	its	its	PRON
ajebi-6055	249	11	capability	capability	NOUN
ajebi-6055	249	12	to	to	PART
ajebi-6055	249	13	become	become	VERB
ajebi-6055	249	14	a	a	DET
ajebi-6055	249	15	potent	potent	ADJ
ajebi-6055	249	16	instrument	instrument	NOUN
ajebi-6055	249	17	of	of	ADP
ajebi-6055	249	18	esg	esg	PROPN
ajebi-6055	249	19	reporting	reporting	NOUN
ajebi-6055	249	20	improvement	improvement	NOUN
ajebi-6055	249	21	from	from	ADP
ajebi-6055	249	22	2015	2015	NUM
ajebi-6055	249	23	to	to	ADP
ajebi-6055	249	24	2025	2025	NUM
ajebi-6055	249	25	.	.	PUNCT
ajebi-6055	250	1	its	its	PRON
ajebi-6055	250	2	adoption	adoption	NOUN
ajebi-6055	250	3	significantly	significantly	ADV
ajebi-6055	250	4	increases	increase	VERB
ajebi-6055	250	5	transparency	transparency	NOUN
ajebi-6055	250	6	,	,	PUNCT
ajebi-6055	250	7	accuracy	accuracy	NOUN
ajebi-6055	250	8	,	,	PUNCT
ajebi-6055	250	9	and	and	CCONJ
ajebi-6055	250	10	stakeholder	stakeholder	NOUN
ajebi-6055	250	11	engagement	engagement	NOUN
ajebi-6055	250	12	in	in	ADP
ajebi-6055	250	13	sustainability	sustainability	NOUN
ajebi-6055	250	14	practices	practice	NOUN
ajebi-6055	250	15	.	.	PUNCT
ajebi-6055	251	1	however	however	ADV
ajebi-6055	251	2	,	,	PUNCT
ajebi-6055	251	3	the	the	DET
ajebi-6055	251	4	analysis	analysis	NOUN
ajebi-6055	251	5	highlights	highlight	VERB
ajebi-6055	251	6	critical	critical	ADJ
ajebi-6055	251	7	areas	area	NOUN
ajebi-6055	251	8	for	for	ADP
ajebi-6055	251	9	future	future	ADJ
ajebi-6055	251	10	focus	focus	NOUN
ajebi-6055	251	11	:	:	PUNCT
ajebi-6055	251	12	•	•	NUM
ajebi-6055	251	13	regional	regional	ADJ
ajebi-6055	251	14	imbalance	imbalance	NOUN
ajebi-6055	251	15	:	:	PUNCT
ajebi-6055	251	16	research	research	NOUN
ajebi-6055	251	17	and	and	CCONJ
ajebi-6055	251	18	uptake	uptake	NOUN
ajebi-6055	251	19	of	of	ADP
ajebi-6055	251	20	technologies	technology	NOUN
ajebi-6055	251	21	are	be	AUX
ajebi-6055	251	22	heavily	heavily	ADV
ajebi-6055	251	23	concentrated	concentrated	ADJ
ajebi-6055	251	24	in	in	ADP
ajebi-6055	251	25	europe	europe	PROPN
ajebi-6055	251	26	and	and	CCONJ
ajebi-6055	251	27	asia	asia	PROPN
ajebi-6055	251	28	-	-	PUNCT
ajebi-6055	251	29	pacific	pacific	PROPN
ajebi-6055	251	30	,	,	PUNCT
ajebi-6055	251	31	leaving	leave	VERB
ajebi-6055	251	32	africa	africa	PROPN
ajebi-6055	251	33	and	and	CCONJ
ajebi-6055	251	34	latin	latin	PROPN
ajebi-6055	251	35	america	america	PROPN
ajebi-6055	251	36	underrepresented	underrepresented	ADJ
ajebi-6055	251	37	.	.	PUNCT
ajebi-6055	252	1	•	•	NUM
ajebi-6055	252	2	thematic	thematic	ADJ
ajebi-6055	252	3	gaps	gap	NOUN
ajebi-6055	252	4	:	:	PUNCT
ajebi-6055	252	5	most	most	ADJ
ajebi-6055	252	6	studies	study	NOUN
ajebi-6055	252	7	are	be	AUX
ajebi-6055	252	8	themed	theme	VERB
ajebi-6055	252	9	around	around	ADP
ajebi-6055	252	10	the	the	DET
ajebi-6055	252	11	aspect	aspect	NOUN
ajebi-6055	252	12	of	of	ADP
ajebi-6055	252	13	environment	environment	NOUN
ajebi-6055	252	14	,	,	PUNCT
ajebi-6055	252	15	and	and	CCONJ
ajebi-6055	252	16	specifically	specifically	ADV
ajebi-6055	252	17	climate	climate	NOUN
ajebi-6055	252	18	change	change	NOUN
ajebi-6055	252	19	and	and	CCONJ
ajebi-6055	252	20	carbon	carbon	NOUN
ajebi-6055	252	21	emissions	emission	NOUN
ajebi-6055	252	22	,	,	PUNCT
ajebi-6055	252	23	but	but	CCONJ
ajebi-6055	252	24	social	social	ADJ
ajebi-6055	252	25	and	and	CCONJ
ajebi-6055	252	26	governance	governance	NOUN
ajebi-6055	252	27	aspects	aspect	NOUN
ajebi-6055	252	28	are	be	AUX
ajebi-6055	252	29	relatively	relatively	ADV
ajebi-6055	252	30	unexplored	unexplored	ADJ
ajebi-6055	252	31	•	•	ADJ
ajebi-6055	252	32	methodological	methodological	ADJ
ajebi-6055	252	33	limitations	limitation	NOUN
ajebi-6055	252	34	:	:	PUNCT
ajebi-6055	252	35	although	although	SCONJ
ajebi-6055	252	36	conventional	conventional	ADJ
ajebi-6055	252	37	machine	machine	NOUN
ajebi-6055	252	38	learning	learn	VERB
ajebi-6055	252	39	techniques	technique	NOUN
ajebi-6055	252	40	and	and	CCONJ
ajebi-6055	252	41	structured	structured	ADJ
ajebi-6055	252	42	datasets	dataset	NOUN
ajebi-6055	252	43	enjoy	enjoy	VERB
ajebi-6055	252	44	significant	significant	ADJ
ajebi-6055	252	45	dominance	dominance	NOUN
ajebi-6055	252	46	,	,	PUNCT
ajebi-6055	252	47	new	new	ADJ
ajebi-6055	252	48	methods	method	NOUN
ajebi-6055	252	49	including	include	VERB
ajebi-6055	252	50	deep	deep	ADJ
ajebi-6055	252	51	learning	learning	NOUN
ajebi-6055	252	52	,	,	PUNCT
ajebi-6055	252	53	explainable	explainable	ADJ
ajebi-6055	252	54	ai	ai	NOUN
ajebi-6055	252	55	,	,	PUNCT
ajebi-6055	252	56	and	and	CCONJ
ajebi-6055	252	57	unstructured	unstructured	ADJ
ajebi-6055	252	58	big	big	ADJ
ajebi-6055	252	59	data	datum	NOUN
ajebi-6055	252	60	analytics	analytic	NOUN
ajebi-6055	252	61	remain	remain	VERB
ajebi-6055	252	62	underused	underused	ADJ
ajebi-6055	252	63	.	.	PUNCT
ajebi-6055	253	1	references	reference	NOUN
ajebi-6055	253	2	alsaifi	alsaifi	PROPN
ajebi-6055	253	3	,	,	PUNCT
ajebi-6055	253	4	k.	k.	PROPN
ajebi-6055	253	5	,	,	PUNCT
ajebi-6055	253	6	elnahass	elnahass	NOUN
ajebi-6055	253	7	,	,	PUNCT
ajebi-6055	253	8	m.	m.	NOUN
ajebi-6055	253	9	,	,	PUNCT
ajebi-6055	253	10	&	&	CCONJ
ajebi-6055	253	11	salama	salama	NOUN
ajebi-6055	253	12	,	,	PUNCT
ajebi-6055	253	13	a.	a.	NOUN
ajebi-6055	253	14	(	(	PUNCT
ajebi-6055	253	15	2020	2020	NUM
ajebi-6055	253	16	)	)	PUNCT
ajebi-6055	253	17	.	.	PUNCT
ajebi-6055	254	1	market	market	NOUN
ajebi-6055	254	2	responses	response	NOUN
ajebi-6055	254	3	to	to	ADP
ajebi-6055	254	4	firms	firm	NOUN
ajebi-6055	254	5	’	'	PUNCT
ajebi-6055	254	6	voluntary	voluntary	ADJ
ajebi-6055	254	7	carbon	carbon	NOUN
ajebi-6055	254	8	disclosure	disclosure	NOUN
ajebi-6055	254	9	:	:	PUNCT
ajebi-6055	254	10	empirical	empirical	ADJ
ajebi-6055	254	11	evidence	evidence	NOUN
ajebi-6055	254	12	from	from	ADP
ajebi-6055	254	13	the	the	DET
ajebi-6055	254	14	uk	uk	PROPN
ajebi-6055	254	15	.	.	PROPN
ajebi-6055	254	16	journal	journal	PROPN
ajebi-6055	254	17	of	of	ADP
ajebi-6055	254	18	business	business	NOUN
ajebi-6055	254	19	ethics	ethic	NOUN
ajebi-6055	254	20	,	,	PUNCT
ajebi-6055	254	21	158(3	158(3	NUM
ajebi-6055	254	22	)	)	PUNCT
ajebi-6055	254	23	,	,	PUNCT
ajebi-6055	254	24	901–924	901–924	NUM
ajebi-6055	254	25	.	.	PUNCT
ajebi-6055	255	1	https://doi.org/10.1007/	https://doi.org/10.1007/	PROPN
ajebi-6055	255	2	s10551	s10551	PROPN
ajebi-6055	255	3	-	-	PUNCT
ajebi-6055	255	4	017	017	NUM
ajebi-6055	255	5	-	-	PUNCT
ajebi-6055	255	6	3730	3730	NUM
ajebi-6055	255	7	-	-	SYM
ajebi-6055	255	8	7	7	NUM
ajebi-6055	255	9	busch	busch	NOUN
ajebi-6055	255	10	,	,	PUNCT
ajebi-6055	255	11	t.	t.	PROPN
ajebi-6055	255	12	,	,	PUNCT
ajebi-6055	255	13	&	&	CCONJ
ajebi-6055	255	14	friede	friede	NOUN
ajebi-6055	255	15	,	,	PUNCT
ajebi-6055	255	16	g.	g.	PROPN
ajebi-6055	255	17	(	(	PUNCT
ajebi-6055	255	18	2018	2018	NUM
ajebi-6055	255	19	)	)	PUNCT
ajebi-6055	255	20	.	.	PUNCT
ajebi-6055	256	1	the	the	DET
ajebi-6055	256	2	robustness	robustness	NOUN
ajebi-6055	256	3	of	of	ADP
ajebi-6055	256	4	the	the	DET
ajebi-6055	256	5	corporate	corporate	ADJ
ajebi-6055	256	6	social	social	ADJ
ajebi-6055	256	7	and	and	CCONJ
ajebi-6055	256	8	financial	financial	ADJ
ajebi-6055	256	9	performance	performance	NOUN
ajebi-6055	256	10	relation	relation	NOUN
ajebi-6055	256	11	:	:	PUNCT
ajebi-6055	256	12	a	a	DET
ajebi-6055	256	13	second	second	ADJ
ajebi-6055	256	14	-	-	PUNCT
ajebi-6055	256	15	order	order	NOUN
ajebi-6055	256	16	meta	meta	ADJ
ajebi-6055	256	17	-	-	PUNCT
ajebi-6055	256	18	analysis	analysis	NOUN
ajebi-6055	256	19	.	.	PUNCT
ajebi-6055	257	1	corporate	corporate	ADJ
ajebi-6055	257	2	social	social	ADJ
ajebi-6055	257	3	responsibility	responsibility	NOUN
ajebi-6055	257	4	and	and	CCONJ
ajebi-6055	257	5	environmental	environmental	ADJ
ajebi-6055	257	6	management	management	NOUN
ajebi-6055	257	7	,	,	PUNCT
ajebi-6055	257	8	25(4	25(4	NOUN
ajebi-6055	257	9	)	)	PUNCT
ajebi-6055	257	10	,	,	PUNCT
ajebi-6055	257	11	583	583	NUM
ajebi-6055	257	12	–	–	PUNCT
ajebi-6055	257	13	608	608	NUM
ajebi-6055	257	14	.	.	PUNCT
ajebi-6055	258	1	https://doi.org/10.1002/csr.1480	https://doi.org/10.1002/csr.1480	PROPN
ajebi-6055	258	2	chopra	chopra	PROPN
ajebi-6055	258	3	,	,	PUNCT
ajebi-6055	258	4	s.	s.	PROPN
ajebi-6055	258	5	,	,	PUNCT
ajebi-6055	258	6	sharma	sharma	PROPN
ajebi-6055	258	7	,	,	PUNCT
ajebi-6055	258	8	a.	a.	PROPN
ajebi-6055	258	9	,	,	PUNCT
ajebi-6055	258	10	&	&	CCONJ
ajebi-6055	258	11	singh	singh	PROPN
ajebi-6055	258	12	,	,	PUNCT
ajebi-6055	258	13	m.	m.	NOUN
ajebi-6055	258	14	(	(	PUNCT
ajebi-6055	258	15	2024	2024	NUM
ajebi-6055	258	16	)	)	PUNCT
ajebi-6055	258	17	.	.	PUNCT
ajebi-6055	259	1	blockchain	blockchain	PROPN
ajebi-6055	259	2	and	and	CCONJ
ajebi-6055	259	3	sustainability	sustainability	NOUN
ajebi-6055	259	4	:	:	PUNCT
ajebi-6055	259	5	a	a	DET
ajebi-6055	259	6	new	new	ADJ
ajebi-6055	259	7	era	era	NOUN
ajebi-6055	259	8	for	for	ADP
ajebi-6055	259	9	transparency	transparency	NOUN
ajebi-6055	259	10	in	in	ADP
ajebi-6055	259	11	corporate	corporate	ADJ
ajebi-6055	259	12	reporting	reporting	NOUN
ajebi-6055	259	13	.	.	PUNCT
ajebi-6055	260	1	journal	journal	NOUN
ajebi-6055	260	2	of	of	ADP
ajebi-6055	260	3	sustainable	sustainable	ADJ
ajebi-6055	260	4	finance	finance	NOUN
ajebi-6055	260	5	&	&	CCONJ
ajebi-6055	260	6	investment	investment	NOUN
ajebi-6055	260	7	,	,	PUNCT
ajebi-6055	260	8	10(2	10(2	NUM
ajebi-6055	260	9	)	)	PUNCT
ajebi-6055	260	10	,	,	PUNCT
ajebi-6055	260	11	45–67	45–67	NUM
ajebi-6055	260	12	.	.	PUNCT
ajebi-6055	261	1	https://doi.org/10.1080/20	https://doi.org/10.1080/20	PROPN
ajebi-6055	261	2	430795.2024.1120337	430795.2024.1120337	PROPN
ajebi-6055	261	3	eccles	eccles	PROPN
ajebi-6055	261	4	,	,	PUNCT
ajebi-6055	261	5	r.	r.	PROPN
ajebi-6055	261	6	g.	g.	PROPN
ajebi-6055	261	7	,	,	PUNCT
ajebi-6055	261	8	krzus	krzus	NOUN
ajebi-6055	261	9	,	,	PUNCT
ajebi-6055	261	10	m.	m.	NOUN
ajebi-6055	261	11	p.	p.	PROPN
ajebi-6055	261	12	,	,	PUNCT
ajebi-6055	261	13	&	&	CCONJ
ajebi-6055	261	14	solano	solano	PROPN
ajebi-6055	261	15	,	,	PUNCT
ajebi-6055	261	16	c.	c.	PROPN
ajebi-6055	261	17	(	(	PUNCT
ajebi-6055	261	18	2019	2019	NUM
ajebi-6055	261	19	)	)	PUNCT
ajebi-6055	261	20	.	.	PUNCT
ajebi-6055	262	1	a	a	DET
ajebi-6055	262	2	critical	critical	ADJ
ajebi-6055	262	3	look	look	NOUN
ajebi-6055	262	4	at	at	ADP
ajebi-6055	262	5	the	the	DET
ajebi-6055	262	6	role	role	NOUN
ajebi-6055	262	7	of	of	ADP
ajebi-6055	262	8	big	big	ADJ
ajebi-6055	262	9	data	datum	NOUN
ajebi-6055	262	10	in	in	ADP
ajebi-6055	262	11	esg	esg	PROPN
ajebi-6055	262	12	investing	investing	PROPN
ajebi-6055	262	13	.	.	PUNCT
ajebi-6055	263	1	journal	journal	PROPN
ajebi-6055	263	2	table	table	NOUN
ajebi-6055	263	3	4	4	NUM
ajebi-6055	263	4	:	:	PUNCT
ajebi-6055	263	5	focus	focus	NOUN
ajebi-6055	263	6	areas	area	NOUN
ajebi-6055	263	7	in	in	ADP
ajebi-6055	263	8	esg	esg	PROPN
ajebi-6055	263	9	big	big	PROPN
ajebi-6055	263	10	data	data	PROPN
ajebi-6055	263	11	research	research	PROPN
ajebi-6055	263	12	esg	esg	PROPN
ajebi-6055	263	13	dimension	dimension	NOUN
ajebi-6055	263	14	no	no	INTJ
ajebi-6055	263	15	.	.	PUNCT
ajebi-6055	264	1	of	of	ADP
ajebi-6055	264	2	studies	study	NOUN
ajebi-6055	264	3	%	%	NOUN
ajebi-6055	264	4	of	of	ADP
ajebi-6055	264	5	total	total	ADJ
ajebi-6055	264	6	environmental	environmental	ADJ
ajebi-6055	264	7	32	32	NUM
ajebi-6055	264	8	53	53	NUM
ajebi-6055	264	9	%	%	NOUN
ajebi-6055	264	10	social	social	ADJ
ajebi-6055	264	11	15	15	NUM
ajebi-6055	264	12	25	25	NUM
ajebi-6055	264	13	%	%	NOUN
ajebi-6055	264	14	governance	governance	NOUN
ajebi-6055	264	15	13	13	NUM
ajebi-6055	264	16	22	22	NUM
ajebi-6055	264	17	%	%	NOUN
ajebi-6055	264	18	total	total	NOUN
ajebi-6055	264	19	60	60	NUM
ajebi-6055	264	20	100	100	NUM
ajebi-6055	264	21	%	%	NOUN
ajebi-6055	264	22	esg	esg	PROPN
ajebi-6055	264	23	dimension	dimension	NOUN
ajebi-6055	264	24	coverage	coverage	NOUN
ajebi-6055	264	25	pa	pa	PROPN
ajebi-6055	264	26	ge	ge	PROPN
ajebi-6055	264	27	13	13	NUM
ajebi-6055	264	28	3	3	NUM
ajebi-6055	264	29	https://journals.e-palli.com/home/index.php/ajebi	https://journals.e-palli.com/home/index.php/ajebi	NUM
ajebi-6055	264	30	am	am	NOUN
ajebi-6055	264	31	.	.	PUNCT
ajebi-6055	265	1	j.	j.	PROPN
ajebi-6055	265	2	econ	econ	PROPN
ajebi-6055	265	3	.	.	PUNCT
ajebi-6055	265	4	bus	bus	PROPN
ajebi-6055	265	5	.	.	PUNCT
ajebi-6055	266	1	innov	innov	PROPN
ajebi-6055	266	2	.	.	PUNCT
ajebi-6055	267	1	4(3	4(3	NUM
ajebi-6055	267	2	)	)	PUNCT
ajebi-6055	267	3	125	125	NUM
ajebi-6055	267	4	-	-	SYM
ajebi-6055	267	5	133	133	NUM
ajebi-6055	267	6	,	,	PUNCT
ajebi-6055	267	7	2025	2025	NUM
ajebi-6055	267	8	of	of	ADP
ajebi-6055	267	9	applied	apply	VERB
ajebi-6055	267	10	corporate	corporate	ADJ
ajebi-6055	267	11	finance	finance	NOUN
ajebi-6055	267	12	,	,	PUNCT
ajebi-6055	267	13	31(2	31(2	NUM
ajebi-6055	267	14	)	)	PUNCT
ajebi-6055	267	15	,	,	PUNCT
ajebi-6055	267	16	108–115	108–115	NUM
ajebi-6055	267	17	.	.	PUNCT
ajebi-6055	268	1	https://	https://	PROPN
ajebi-6055	268	2	doi.org/10.1111/jacf.12350	doi.org/10.1111/jacf.12350	PROPN
ajebi-6055	268	3	faruq	faruq	PROPN
ajebi-6055	268	4	,	,	PUNCT
ajebi-6055	268	5	m.	m.	NOUN
ajebi-6055	268	6	s.	s.	PROPN
ajebi-6055	268	7	,	,	PUNCT
ajebi-6055	268	8	&	&	CCONJ
ajebi-6055	268	9	chowdhury	chowdhury	PROPN
ajebi-6055	268	10	,	,	PUNCT
ajebi-6055	268	11	s.	s.	PROPN
ajebi-6055	268	12	(	(	PUNCT
ajebi-6055	268	13	2025	2025	NUM
ajebi-6055	268	14	)	)	PUNCT
ajebi-6055	268	15	.	.	PUNCT
ajebi-6055	269	1	big	big	ADJ
ajebi-6055	269	2	data	datum	NOUN
ajebi-6055	269	3	and	and	CCONJ
ajebi-6055	269	4	the	the	DET
ajebi-6055	269	5	future	future	NOUN
ajebi-6055	269	6	of	of	ADP
ajebi-6055	269	7	esg	esg	PROPN
ajebi-6055	269	8	reporting	report	VERB
ajebi-6055	269	9	in	in	ADP
ajebi-6055	269	10	emerging	emerge	VERB
ajebi-6055	269	11	economies	economy	NOUN
ajebi-6055	269	12	.	.	PUNCT
ajebi-6055	270	1	global	global	ADJ
ajebi-6055	270	2	finance	finance	PROPN
ajebi-6055	270	3	journal	journal	NOUN
ajebi-6055	270	4	,	,	PUNCT
ajebi-6055	270	5	33(4	33(4	NUM
ajebi-6055	270	6	)	)	PUNCT
ajebi-6055	270	7	,	,	PUNCT
ajebi-6055	270	8	147–159	147–159	NUM
ajebi-6055	270	9	.	.	PUNCT
ajebi-6055	271	1	https://doi	https://doi	X
ajebi-6055	271	2	.	.	PUNCT
ajebi-6055	271	3	org/10.1016	org/10.1016	PROPN
ajebi-6055	271	4	/	/	SYM
ajebi-6055	271	5	j.gfj.2025.05.002	j.gfj.2025.05.002	PROPN
ajebi-6055	271	6	friede	friede	NOUN
ajebi-6055	271	7	,	,	PUNCT
ajebi-6055	271	8	g.	g.	PROPN
ajebi-6055	271	9	,	,	PUNCT
ajebi-6055	271	10	busch	busch	PROPN
ajebi-6055	271	11	,	,	PUNCT
ajebi-6055	271	12	t.	t.	PROPN
ajebi-6055	271	13	,	,	PUNCT
ajebi-6055	271	14	&	&	CCONJ
ajebi-6055	271	15	bassen	bassen	PROPN
ajebi-6055	271	16	,	,	PUNCT
ajebi-6055	271	17	a.	a.	NOUN
ajebi-6055	271	18	(	(	PUNCT
ajebi-6055	271	19	2015	2015	NUM
ajebi-6055	271	20	)	)	PUNCT
ajebi-6055	271	21	.	.	PUNCT
ajebi-6055	272	1	esg	esg	NOUN
ajebi-6055	272	2	and	and	CCONJ
ajebi-6055	272	3	financial	financial	ADJ
ajebi-6055	272	4	performance	performance	NOUN
ajebi-6055	272	5	:	:	PUNCT
ajebi-6055	272	6	aggregated	aggregate	VERB
ajebi-6055	272	7	evidence	evidence	NOUN
ajebi-6055	272	8	from	from	ADP
ajebi-6055	272	9	more	more	ADJ
ajebi-6055	272	10	than	than	ADP
ajebi-6055	272	11	2000	2000	NUM
ajebi-6055	272	12	empirical	empirical	ADJ
ajebi-6055	272	13	studies	study	NOUN
ajebi-6055	272	14	.	.	PUNCT
ajebi-6055	273	1	journal	journal	NOUN
ajebi-6055	273	2	of	of	ADP
ajebi-6055	273	3	sustainable	sustainable	ADJ
ajebi-6055	273	4	finance	finance	NOUN
ajebi-6055	273	5	&	&	CCONJ
ajebi-6055	273	6	investment	investment	NOUN
ajebi-6055	273	7	,	,	PUNCT
ajebi-6055	273	8	5(4	5(4	NUM
ajebi-6055	273	9	)	)	PUNCT
ajebi-6055	273	10	,	,	PUNCT
ajebi-6055	273	11	210–233	210–233	NUM
ajebi-6055	273	12	.	.	PUNCT
ajebi-6055	274	1	https://doi.org/1	https://doi.org/1	PROPN
ajebi-6055	274	2	0.1080/20430795.2015.1118917	0.1080/20430795.2015.1118917	PROPN
ajebi-6055	274	3	li	li	PROPN
ajebi-6055	274	4	,	,	PUNCT
ajebi-6055	274	5	y.	y.	PROPN
ajebi-6055	274	6	,	,	PUNCT
ajebi-6055	274	7	gong	gong	PROPN
ajebi-6055	274	8	,	,	PUNCT
ajebi-6055	274	9	m.	m.	NOUN
ajebi-6055	274	10	,	,	PUNCT
ajebi-6055	274	11	zhang	zhang	PROPN
ajebi-6055	274	12	,	,	PUNCT
ajebi-6055	274	13	x.	x.	PROPN
ajebi-6055	274	14	y.	y.	PROPN
ajebi-6055	274	15	,	,	PUNCT
ajebi-6055	274	16	&	&	CCONJ
ajebi-6055	274	17	koh	koh	PROPN
ajebi-6055	274	18	,	,	PUNCT
ajebi-6055	274	19	l.	l.	PROPN
ajebi-6055	274	20	(	(	PUNCT
ajebi-6055	274	21	2018	2018	NUM
ajebi-6055	274	22	)	)	PUNCT
ajebi-6055	274	23	.	.	PUNCT
ajebi-6055	275	1	the	the	DET
ajebi-6055	275	2	impact	impact	NOUN
ajebi-6055	275	3	of	of	ADP
ajebi-6055	275	4	environmental	environmental	ADJ
ajebi-6055	275	5	,	,	PUNCT
ajebi-6055	275	6	social	social	ADJ
ajebi-6055	275	7	,	,	PUNCT
ajebi-6055	275	8	and	and	CCONJ
ajebi-6055	275	9	governance	governance	NOUN
ajebi-6055	275	10	disclosure	disclosure	NOUN
ajebi-6055	275	11	on	on	ADP
ajebi-6055	275	12	firm	firm	ADJ
ajebi-6055	275	13	value	value	NOUN
ajebi-6055	275	14	:	:	PUNCT
ajebi-6055	275	15	the	the	DET
ajebi-6055	275	16	role	role	NOUN
ajebi-6055	275	17	of	of	ADP
ajebi-6055	275	18	big	big	ADJ
ajebi-6055	275	19	data	datum	NOUN
ajebi-6055	275	20	analytics	analytic	NOUN
ajebi-6055	275	21	.	.	PUNCT
ajebi-6055	276	1	business	business	NOUN
ajebi-6055	276	2	strategy	strategy	NOUN
ajebi-6055	276	3	and	and	CCONJ
ajebi-6055	276	4	the	the	DET
ajebi-6055	276	5	environment	environment	NOUN
ajebi-6055	276	6	,	,	PUNCT
ajebi-6055	276	7	27(8	27(8	NUM
ajebi-6055	276	8	)	)	PUNCT
ajebi-6055	276	9	,	,	PUNCT
ajebi-6055	276	10	1679–1693	1679–1693	NUM
ajebi-6055	276	11	.	.	PUNCT
ajebi-6055	277	1	https://doi.org/10.1002/bse.2224	https://doi.org/10.1002/bse.2224	PROPN
ajebi-6055	277	2	liu	liu	PROPN
ajebi-6055	277	3	,	,	PUNCT
ajebi-6055	277	4	m.	m.	NOUN
ajebi-6055	277	5	,	,	PUNCT
ajebi-6055	277	6	luo	luo	PROPN
ajebi-6055	277	7	,	,	PUNCT
ajebi-6055	277	8	h.	h.	PROPN
ajebi-6055	277	9	,	,	PUNCT
ajebi-6055	277	10	&	&	CCONJ
ajebi-6055	277	11	lu	lu	PROPN
ajebi-6055	277	12	,	,	PUNCT
ajebi-6055	277	13	x.	x.	NOUN
ajebi-6055	277	14	(	(	PUNCT
ajebi-6055	277	15	2023	2023	NUM
ajebi-6055	277	16	)	)	PUNCT
ajebi-6055	277	17	.	.	PUNCT
ajebi-6055	278	1	ai	ai	VERB
ajebi-6055	278	2	applications	application	NOUN
ajebi-6055	278	3	in	in	ADP
ajebi-6055	278	4	esg	esg	PROPN
ajebi-6055	278	5	reporting	reporting	NOUN
ajebi-6055	278	6	:	:	PUNCT
ajebi-6055	278	7	a	a	DET
ajebi-6055	278	8	review	review	NOUN
ajebi-6055	278	9	of	of	ADP
ajebi-6055	278	10	trends	trend	NOUN
ajebi-6055	278	11	and	and	CCONJ
ajebi-6055	278	12	future	future	ADJ
ajebi-6055	278	13	directions	direction	NOUN
ajebi-6055	278	14	.	.	PUNCT
ajebi-6055	279	1	journal	journal	NOUN
ajebi-6055	279	2	of	of	ADP
ajebi-6055	279	3	financial	financial	ADJ
ajebi-6055	279	4	technology	technology	NOUN
ajebi-6055	279	5	,	,	PUNCT
ajebi-6055	279	6	21(5	21(5	NUM
ajebi-6055	279	7	)	)	PUNCT
ajebi-6055	279	8	,	,	PUNCT
ajebi-6055	279	9	120–134	120–134	NUM
ajebi-6055	279	10	.	.	PUNCT
ajebi-6055	280	1	https://	https://	PROPN
ajebi-6055	280	2	doi.org/10.1080/20430795.2023.1234567	doi.org/10.1080/20430795.2023.1234567	ADJ
ajebi-6055	280	3	lópez	lópez	NOUN
ajebi-6055	280	4	,	,	PUNCT
ajebi-6055	280	5	m.	m.	NOUN
ajebi-6055	280	6	v.	v.	PROPN
ajebi-6055	280	7	,	,	PUNCT
ajebi-6055	280	8	garcía	garcía	ADJ
ajebi-6055	280	9	,	,	PUNCT
ajebi-6055	280	10	a.	a.	NOUN
ajebi-6055	280	11	,	,	PUNCT
ajebi-6055	280	12	&	&	CCONJ
ajebi-6055	280	13	rodríguez	rodríguez	PROPN
ajebi-6055	280	14	,	,	PUNCT
ajebi-6055	280	15	l.	l.	PROPN
ajebi-6055	280	16	(	(	PUNCT
ajebi-6055	280	17	2020	2020	NUM
ajebi-6055	280	18	)	)	PUNCT
ajebi-6055	280	19	.	.	PUNCT
ajebi-6055	281	1	sustainability	sustainability	NOUN
ajebi-6055	281	2	reporting	reporting	NOUN
ajebi-6055	281	3	and	and	CCONJ
ajebi-6055	281	4	big	big	ADJ
ajebi-6055	281	5	data	datum	NOUN
ajebi-6055	281	6	:	:	PUNCT
ajebi-6055	281	7	improving	improve	VERB
ajebi-6055	281	8	corporate	corporate	ADJ
ajebi-6055	281	9	transparency	transparency	NOUN
ajebi-6055	281	10	in	in	ADP
ajebi-6055	281	11	the	the	DET
ajebi-6055	281	12	digital	digital	ADJ
ajebi-6055	281	13	age	age	NOUN
ajebi-6055	281	14	.	.	PUNCT
ajebi-6055	282	1	sustainability	sustainability	NOUN
ajebi-6055	282	2	,	,	PUNCT
ajebi-6055	282	3	12(10	12(10	NUM
ajebi-6055	282	4	)	)	PUNCT
ajebi-6055	282	5	,	,	PUNCT
ajebi-6055	282	6	4086	4086	NUM
ajebi-6055	282	7	.	.	PUNCT
ajebi-6055	283	1	https://doi.org/10.3390/su12104086	https://doi.org/10.3390/su12104086	X
ajebi-6055	283	2	velte	velte	NOUN
ajebi-6055	283	3	,	,	PUNCT
ajebi-6055	283	4	p.	p.	NOUN
ajebi-6055	283	5	(	(	PUNCT
ajebi-6055	283	6	2021	2021	NUM
ajebi-6055	283	7	)	)	PUNCT
ajebi-6055	283	8	.	.	PUNCT
ajebi-6055	284	1	does	do	AUX
ajebi-6055	284	2	esg	esg	PROPN
ajebi-6055	284	3	performance	performance	NOUN
ajebi-6055	284	4	have	have	VERB
ajebi-6055	284	5	an	an	DET
ajebi-6055	284	6	impact	impact	NOUN
ajebi-6055	284	7	on	on	ADP
ajebi-6055	284	8	financial	financial	ADJ
ajebi-6055	284	9	performance	performance	NOUN
ajebi-6055	284	10	?	?	PUNCT
ajebi-6055	285	1	evidence	evidence	NOUN
ajebi-6055	285	2	from	from	ADP
ajebi-6055	285	3	germany	germany	PROPN
ajebi-6055	285	4	.	.	PUNCT
ajebi-6055	286	1	journal	journal	PROPN
ajebi-6055	286	2	of	of	ADP
ajebi-6055	286	3	global	global	ADJ
ajebi-6055	286	4	responsibility	responsibility	NOUN
ajebi-6055	286	5	,	,	PUNCT
ajebi-6055	286	6	12(2	12(2	NUM
ajebi-6055	286	7	)	)	PUNCT
ajebi-6055	286	8	,	,	PUNCT
ajebi-6055	286	9	187–207	187–207	NUM
ajebi-6055	286	10	.	.	PUNCT
ajebi-6055	287	1	https://	https://	PROPN
ajebi-6055	287	2	doi.org/10.1108/jgr-01-2021-0011	doi.org/10.1108/jgr-01-2021-0011	PROPN
ajebi-6055	287	3	wang	wang	PROPN
ajebi-6055	287	4	,	,	PUNCT
ajebi-6055	287	5	z.	z.	PROPN
ajebi-6055	287	6	,	,	PUNCT
ajebi-6055	287	7	huo	huo	PROPN
ajebi-6055	287	8	,	,	PUNCT
ajebi-6055	287	9	b.	b.	PROPN
ajebi-6055	287	10	,	,	PUNCT
ajebi-6055	287	11	&	&	CCONJ
ajebi-6055	287	12	zhao	zhao	PROPN
ajebi-6055	287	13	,	,	PUNCT
ajebi-6055	287	14	x.	x.	NOUN
ajebi-6055	287	15	(	(	PUNCT
ajebi-6055	287	16	2022	2022	NUM
ajebi-6055	287	17	)	)	PUNCT
ajebi-6055	287	18	.	.	PUNCT
ajebi-6055	288	1	big	big	ADJ
ajebi-6055	288	2	data	datum	NOUN
ajebi-6055	288	3	analytics	analytic	NOUN
ajebi-6055	288	4	capability	capability	NOUN
ajebi-6055	288	5	and	and	CCONJ
ajebi-6055	288	6	firm	firm	ADJ
ajebi-6055	288	7	performance	performance	NOUN
ajebi-6055	288	8	:	:	PUNCT
ajebi-6055	288	9	the	the	DET
ajebi-6055	288	10	mediating	mediate	VERB
ajebi-6055	288	11	role	role	NOUN
ajebi-6055	288	12	of	of	ADP
ajebi-6055	288	13	esg	esg	PROPN
ajebi-6055	288	14	performance	performance	NOUN
ajebi-6055	288	15	.	.	PUNCT
ajebi-6055	289	1	international	international	ADJ
ajebi-6055	289	2	journal	journal	PROPN
ajebi-6055	289	3	of	of	ADP
ajebi-6055	289	4	production	production	NOUN
ajebi-6055	289	5	economics	economic	NOUN
ajebi-6055	289	6	,	,	PUNCT
ajebi-6055	289	7	243	243	NUM
ajebi-6055	289	8	,	,	PUNCT
ajebi-6055	289	9	108334	108334	NUM
ajebi-6055	289	10	.	.	PUNCT
ajebi-6055	290	1	https://doi.org/10.1016/j	https://doi.org/10.1016/j	NOUN
ajebi-6055	290	2	.	.	PUNCT
ajebi-6055	291	1	ijpe.2021.108334	ijpe.2021.108334	PROPN
ajebi-6055	291	2	yu	yu	PROPN
ajebi-6055	291	3	,	,	PUNCT
ajebi-6055	291	4	e.	e.	PROPN
ajebi-6055	291	5	p.	p.	PROPN
ajebi-6055	292	1	y.	y.	PROPN
ajebi-6055	292	2	,	,	PUNCT
ajebi-6055	292	3	van	van	PROPN
ajebi-6055	292	4	luu	luu	PROPN
ajebi-6055	292	5	,	,	PUNCT
ajebi-6055	292	6	b.	b.	PROPN
ajebi-6055	292	7	,	,	PUNCT
ajebi-6055	292	8	&	&	CCONJ
ajebi-6055	292	9	chen	chen	PROPN
ajebi-6055	292	10	,	,	PUNCT
ajebi-6055	292	11	c.	c.	PROPN
ajebi-6055	292	12	h.	h.	PROPN
ajebi-6055	292	13	(	(	PUNCT
ajebi-6055	292	14	2020	2020	NUM
ajebi-6055	292	15	)	)	PUNCT
ajebi-6055	292	16	.	.	PUNCT
ajebi-6055	293	1	greenwashing	greenwashe	VERB
ajebi-6055	293	2	in	in	ADP
ajebi-6055	293	3	environmental	environmental	ADJ
ajebi-6055	293	4	,	,	PUNCT
ajebi-6055	293	5	social	social	ADJ
ajebi-6055	293	6	and	and	CCONJ
ajebi-6055	293	7	governance	governance	NOUN
ajebi-6055	293	8	disclosures	disclosure	NOUN
ajebi-6055	293	9	.	.	PUNCT
ajebi-6055	294	1	research	research	NOUN
ajebi-6055	294	2	in	in	ADP
ajebi-6055	294	3	international	international	ADJ
ajebi-6055	294	4	business	business	NOUN
ajebi-6055	294	5	and	and	CCONJ
ajebi-6055	294	6	finance	finance	NOUN
ajebi-6055	294	7	,	,	PUNCT
ajebi-6055	294	8	52	52	NUM
ajebi-6055	294	9	,	,	PUNCT
ajebi-6055	294	10	101192	101192	NUM
ajebi-6055	294	11	.	.	PUNCT
ajebi-6055	295	1	https://doi.org/10.1016/j	https://doi.org/10.1016/j	NOUN
ajebi-6055	295	2	.	.	PUNCT
ajebi-6055	296	1	ribaf.2020.101192	ribaf.2020.101192	VERB